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PERSPECTIVE Hyperspectral analysis to assess gametocytogenesis stage progression in malaria-infected human erythrocytes

Published

Author(s)

Ik Hwan Kwon, Ji Youn Lee, Fuyuki Tokumasu, Sang Won Lee, Jeeseong Hwang

Abstract

Developments of anti-gametocyte drugs have been delayed due to insufficient understanding of gametocyte biology. We report a systematic workflow of data processing algorithms to quantify changes in the absorption spectrum and cell morphology of single malaria-infected erythrocytes. These changes may serve as biomarkers instrumental for the future development of antimalarial strategies, especially for anti-gametocyte drug design and testing. Image-based biomarkers may also be useful for nondestructive, label-free malaria detection and drug efficacy evaluation in resource-limited communities.
Citation
Journal of Biomedical Optics
Volume
30
Issue
2

Keywords

malaria, plasmodium falciparum, erythrocyte, gametocytes, gametocytogenesis, hyperspectral imaging, spectral angle mapper, hemoglobin, hemozoin, supervised classification

Citation

Kwon, I. , Lee, J. , Tokumasu, F. , Lee, S. and Hwang, J. (2025), PERSPECTIVE Hyperspectral analysis to assess gametocytogenesis stage progression in malaria-infected human erythrocytes, Journal of Biomedical Optics, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=958535 (Accessed October 7, 2025)

Issues

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Created January 14, 2025, Updated February 27, 2025
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