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Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening

Hemoglobin (Hb) disorders affect nearly 7% of the world’s population. Globally, around 400,000 babies are born annually with sickle cell disease (SCD), primarily in sub-Saharan Africa where morbidity and mortality rates are high. Screening, early diagnosis, and monitoring are not widely accessible d...

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Autores principales: An, Ran, Huang, Yuning, Rocheleau, Anne, Avanaki, Alireza, Thota, Priyaleela, Zhang, Qiaochu, Man, Yuncheng, Sekyonda, Zoe, Segbefia, Catherine I., Dei-Adomakoh, Yvonne, Mensah, Enoch, Ohene-Frempong, Kwaku, Odame, Isaac, Owusu-Ansah, Amma, Gurkan, Umut A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719904/
https://www.ncbi.nlm.nih.gov/pubmed/36478812
http://dx.doi.org/10.1016/j.heliyon.2022.e11778
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author An, Ran
Huang, Yuning
Rocheleau, Anne
Avanaki, Alireza
Thota, Priyaleela
Zhang, Qiaochu
Man, Yuncheng
Sekyonda, Zoe
Segbefia, Catherine I.
Dei-Adomakoh, Yvonne
Mensah, Enoch
Ohene-Frempong, Kwaku
Odame, Isaac
Owusu-Ansah, Amma
Gurkan, Umut A.
author_facet An, Ran
Huang, Yuning
Rocheleau, Anne
Avanaki, Alireza
Thota, Priyaleela
Zhang, Qiaochu
Man, Yuncheng
Sekyonda, Zoe
Segbefia, Catherine I.
Dei-Adomakoh, Yvonne
Mensah, Enoch
Ohene-Frempong, Kwaku
Odame, Isaac
Owusu-Ansah, Amma
Gurkan, Umut A.
author_sort An, Ran
collection PubMed
description Hemoglobin (Hb) disorders affect nearly 7% of the world’s population. Globally, around 400,000 babies are born annually with sickle cell disease (SCD), primarily in sub-Saharan Africa where morbidity and mortality rates are high. Screening, early diagnosis, and monitoring are not widely accessible due to technical challenges and cost. We hypothesized that multispectral imaging will allow sensitive hemoglobin variant identification in existing affordable paper-based Hb electrophoresis. To test this hypothesis, we developed the first integrated point-of-care multispectral Hb variant test: Gazelle-Multispectral. Here, we evaluated the accuracy of Gazelle-Multispectral for Hb variant newborn screening in 265 newborns with known hemoglobin variants including hemoglobin A (Hb A), hemoglobin F (Hb F), hemoglobin S (Hb S) and hemoglobin C (Hb C). Gazelle-Multispectral detected levels of Hb A, Hb F, Hb S, and Hb C/E/A(2), demonstrated high correlations with the results reported by laboratory gold standard high performance liquid chromatography (HPLC) at Pearson Correlation Coefficient = 0.97, 0.97, 0.93, and 0.95. Gazelle-Multispectral demonstrated accuracy of 96.8% in subjects of 0–3 days, and 96.9% in newborns. The ability to obtain accurate results on newborn samples suggest that Gazelle-Multispectral can be suitable for large-scale newborn screening and for diagnosis of SCD in low resource settings.
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spelling pubmed-97199042022-12-06 Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening An, Ran Huang, Yuning Rocheleau, Anne Avanaki, Alireza Thota, Priyaleela Zhang, Qiaochu Man, Yuncheng Sekyonda, Zoe Segbefia, Catherine I. Dei-Adomakoh, Yvonne Mensah, Enoch Ohene-Frempong, Kwaku Odame, Isaac Owusu-Ansah, Amma Gurkan, Umut A. Heliyon Research Article Hemoglobin (Hb) disorders affect nearly 7% of the world’s population. Globally, around 400,000 babies are born annually with sickle cell disease (SCD), primarily in sub-Saharan Africa where morbidity and mortality rates are high. Screening, early diagnosis, and monitoring are not widely accessible due to technical challenges and cost. We hypothesized that multispectral imaging will allow sensitive hemoglobin variant identification in existing affordable paper-based Hb electrophoresis. To test this hypothesis, we developed the first integrated point-of-care multispectral Hb variant test: Gazelle-Multispectral. Here, we evaluated the accuracy of Gazelle-Multispectral for Hb variant newborn screening in 265 newborns with known hemoglobin variants including hemoglobin A (Hb A), hemoglobin F (Hb F), hemoglobin S (Hb S) and hemoglobin C (Hb C). Gazelle-Multispectral detected levels of Hb A, Hb F, Hb S, and Hb C/E/A(2), demonstrated high correlations with the results reported by laboratory gold standard high performance liquid chromatography (HPLC) at Pearson Correlation Coefficient = 0.97, 0.97, 0.93, and 0.95. Gazelle-Multispectral demonstrated accuracy of 96.8% in subjects of 0–3 days, and 96.9% in newborns. The ability to obtain accurate results on newborn samples suggest that Gazelle-Multispectral can be suitable for large-scale newborn screening and for diagnosis of SCD in low resource settings. Elsevier 2022-11-28 /pmc/articles/PMC9719904/ /pubmed/36478812 http://dx.doi.org/10.1016/j.heliyon.2022.e11778 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
An, Ran
Huang, Yuning
Rocheleau, Anne
Avanaki, Alireza
Thota, Priyaleela
Zhang, Qiaochu
Man, Yuncheng
Sekyonda, Zoe
Segbefia, Catherine I.
Dei-Adomakoh, Yvonne
Mensah, Enoch
Ohene-Frempong, Kwaku
Odame, Isaac
Owusu-Ansah, Amma
Gurkan, Umut A.
Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening
title Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening
title_full Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening
title_fullStr Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening
title_full_unstemmed Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening
title_short Multispectral imaging for MicroChip electrophoresis enables point-of-care newborn hemoglobin variant screening
title_sort multispectral imaging for microchip electrophoresis enables point-of-care newborn hemoglobin variant screening
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719904/
https://www.ncbi.nlm.nih.gov/pubmed/36478812
http://dx.doi.org/10.1016/j.heliyon.2022.e11778
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