Rolling into the genome: linking mutations to cellular structure through label-free holographic cytometry

Holo-tomographic flow cytometry for label-free phenotyping of suspended acute myeloid leukemia blasts is demonstrated. A concave segmentation algorithm is applied to 3D refractive index tomograms to quantify NPM1-mutation-associated cup-like nuclear morphologies, with virtual reality visualization offering engaging immersion. The method enables population-level detection of statistically significant shifts in 3D cell morphology, originally correlating phenotype with genotype.

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Publication Details

Journal
Light Science & Applications
Published
2025-10-14
DOI
https://doi.org/10.1038/s41377-025-02053-z
Primary Topic
Digital Holography and Microscopy
Type
article
Field-Weighted Citation Impact
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article

Rolling into the genome: linking mutations to cellular structure through label-free holographic cytometry

Maciej Trusiak
Light Science & Applications
Digital Holography and Microscopy
article

Rolling into the genome: linking mutations to cellular structure through label-free holographic cytometry

Maciej Trusiak
article en

Abstract

Holo-tomographic flow cytometry for label-free phenotyping of suspended acute myeloid leukemia blasts is demonstrated. A concave segmentation algorithm is applied to 3D refractive index tomograms to quantify NPM1-mutation-associated cup-like nuclear morphologies, with virtual reality visualization offering engaging immersion. The method enables population-level detection of statistically significant shifts in 3D cell morphology, originally correlating phenotype with genotype.

Light Science & ApplicationsVol. 14(1)
Warsaw University of Technology (PL)
Openalex Percentile: Top 77%
Digital Holography and Microscopy
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