Abstract

Current cancer diagnosis involves the use of nuclear morphology and chromatin condensation signatures for accurate advanced stage classification. While such diagnostic approaches rely on high resolution imaging of the cell nucleus using expensive microscopy systems, developing portable mobile microscopes to visualize nuclear and chromatin condensation patterns is desirable at clinical settings with limited infrastructure. In this study, we develop a portable fluorescent mobile microscope capable of acquiring high resolution images of the nucleus and chromatin. Using this we extracted nuclear morphometric and chromatin texture based features and were able to discriminate between normal and cancer cells with similar accuracy as wide-field fluorescence microscopy. We were also able to detect subtle changes in nuclear and chromatin features in cells subjected to compressive forces, cytoskeletal perturbations and cytokine stimulation, thereby highlighting the sensitivity of the portable microscope. Taken together, we present a versatile platform to exploit nuclear morphometrics and chromatin condensation features as physical biomarkers for point-of-care diagnostic solutions.

Highlights

  • Recent developments in mobile camera have paved the way for the use of mobile microscope as a useful low cost tool for cellular and tissue imaging [1, 2]

  • Nuclear morphometric and chromatin textural features discriminate different cell types imaged on a conventional wide-field microscope

  • We have developed a mobile microscope with sub-micron resolution and fluorescent capability

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Summary

Introduction

Recent developments in mobile camera have paved the way for the use of mobile microscope as a useful low cost tool for cellular and tissue imaging [1, 2]. A number of studies have demonstrated its application in visualizing multi-cellular systems such as microbes and tissues [1, 3, 4]. Several studies have shown the ability of mobile microscopes to capture static features of the cell, nucleus as well as single DNA molecules [2, 5,6,7]. Further it has been used to measure the dynamic features of the cell such as its motility [8]. These methods have opened new avenues for mobile microscopes to be used as tools for clinical diagnostics to assess different types of human samples. Some examples include parasite detection in whole blood samples [9,10,11,12], detection of soil-transmitted worms and cysts in stool samples [13,14,15], detection of pathogens in urine samples [16], diagnosis for tuberculosis using sputum samples [9, 17, 18], measuring sperm concentration and motility [19] as well as cancer cell detection

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