pLDH to identify severity in imported malaria: Implementing smartphone video analysis for rapid clinical decision-making
Malaria is the main parasitic disease-causing death in endemic and non-endemic regions. Imported malaria cases face an elevated risk of severe disease, but non-specific clinical presentations and limited clinician experience often delay diagnosis, prognosis and treatment. Quantification of parasite biomarkers by lateral flow assays (LFAs) could address this challenge. We conducted a retrospective cohort study of patients with imported Plasmodium falciparum malaria and non-malarial fevers. Using a bead-based multiplex immunoassay and commercial LFAs, we evaluated the diagnostic and severity assessment capabilities of two parasite biomarkers: Plasmodium falciparum histidine-rich protein-2 (PfHRP2) and pan-specific lactate dehydrogenase (pan-pLDH). To improve the speed and objectivity of LFA interpretation, we used smartphone-based image- and video-analysis. The bead-based immunoassay showcased an excellent diagnostic performance for PfHRP2 and pan-pLDH, while revealing PfHRP2 and pan-pLDH as promising severity biomarkers. On LFAs, PfHRP2 maintained perfect diagnostic accuracy, compared to pan-pLDH. Notably, pan-pLDH excelled in identifying severe malaria cases, outperforming PfHRP2. Smartphone-based video-analysis reduced testing time to under 6 min and maintained pan-pLDH's performance in detecting severe malaria. Our study underscores the potential of pan-pLDH as a valuable biomarker for severity assessment in imported Plasmodium falciparum malaria cases, particularly in non-endemic settings where rapid clinical decisions are critical.
Authors
- Leire Balerdi-Sarasola (ORCID: https://orcid.org/0000-0002-0194-7736)
- Claudio Parolo (ORCID: https://orcid.org/0000-0001-9481-4408)
- Pedro Fleitas (ORCID: https://orcid.org/0000-0001-6574-4586)
- Paula Petrone (ORCID: https://orcid.org/0000-0002-5030-1915)
- José Muñóz (ORCID: https://orcid.org/0000-0002-0945-1735)
- Carme Subirà (ORCID: https://orcid.org/0000-0002-6246-8501)
- Gerard Paolo F Villanueva
- Miriam J. Álvarez-Martínez (ORCID: https://orcid.org/0000-0003-4157-0117)
- Alfons Jiménez (ORCID: https://orcid.org/0000-0003-0301-3344)
- Alfredo Mayor (ORCID: https://orcid.org/0000-0003-3890-2897)
- Daniel Camprubí-Ferrer
- Julia Pedreira-Rincón (ORCID: https://orcid.org/0009-0009-4086-3402)
Institutions
- Universitat Pompeu Fabra (ES)
- Barcelona Supercomputing Center (ES)
- Departament de Salut (ES)
- Manhiça Health Research Centre (MZ)
- Barcelona Institute for Global Health (ES)
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (ES)
- Universitat Rovira i Virgili (ES)
- Universitat de Barcelona (ES)
- Universitat Politècnica de Catalunya (ES)
Publication Details
- Journal
- Biosensors and Bioelectronics
- Published
- 2025-11-20
- DOI
- https://doi.org/10.1016/j.bios.2025.118228
- Primary Topic
- Malaria Research and Control
- Type
- article
- Field-Weighted Citation Impact
- 0.00