Evidence map›Paper›PMID 42145676›Full record

ArticleBiomedical optics express2026

Magneto-optical microscopy platform for quantitative imaging of hemozoin in blood for malaria diagnosis.

Dickson Mwenda Kinyua, Jurij Kotar, Pietro Cicuta

Abstract read
In one paragraph

Article in Biomedical optics express, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Dickson Mwenda KinyuaDepartment of Pure and Applied Sciences, Kirinyaga University, Kerugoya, Kenya.ORCID https://orcid.org/0000-0001-5436-3518
Jurij KotarCavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, UK.
Pietro CicutaCavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, UK.ORCID https://orcid.org/0000-0002-9193-8496

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria remains a major global health challenge, particularly in low-resource settings where diagnostic infrastructure is limited. The gold standard diagnostic is manual light microscopy which is slow, labor-intensive, and dependent on expert interpretation limiting the management of malaria. Here, we present a magneto-optical (MO) imaging approach that exploits the magnetic anisotropy and optical dichroism of hemozoin crystals to achieve label-free, quantitative detection of malaria infection within a conventional polarizing microscope. In our implementation, an external magnetic field induces torque on the paramagnetic hemozoin crystals, aligning their long axes along the field vector. This alignment modulates the optical anisotropy of the specimen, producing a measurable field-dependent change in transmitted polarization contrast. Unlike previously reported standalone magneto-optical devices, which rely on bulk optical scattering or transmission modulation, our approach integrates MO directly into a conventional polarizing microscope setup, allowing simultaneous imaging and quantitative MO signal analysis at the microscopic scale. By integrating ratiometric intensity analysis and threshold-based segmentation metrics, we advance malaria imaging beyond purely observational assessment, enabling a quantitative correlation between MO signal strength and hemozoin concentration, and thus, with parasite developmental stage. These metrics are also well-suited for automated malaria diagnostics, as they provide stable, objective parameters that can be reliably computed without expert intervention. Moreover, because microscopy expertise is already well established in many malaria-endemic regions, embedding this approach within the familiar framework of microscopy offers a practical and rapid pathway for integrating the technique into routine malaria diagnosis.

Identifiers

PMID42145676
PMCPMC13178579

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.