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Sanka I, Bartkova S, Pata P, Ernits M, Meinberg MM, Agu N, Aruoja V, Smolander OP, Scheler O. User-friendly analysis of droplet array images. Anal Chim Acta 2023; 1272:341397. [PMID: 37355339 DOI: 10.1016/j.aca.2023.341397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 05/08/2023] [Accepted: 05/18/2023] [Indexed: 06/26/2023]
Abstract
Water-in-oil droplets allow performing massive experimental parallelization and high-throughput studies, such as single-cell experiments. However, analyzing such vast arrays of droplets usually requires advanced expertise and sophisticated workflow tools, which limits accessibility for a wider user base in the fields of chemistry and biology. Thus, there is a need for more user-friendly tools for droplet analysis. In this article, we deliver a set of analytical pipelines for user-friendly analysis of typical scenarios in droplet experiments. We built pipelines that combine various open-source image-analysis software with a custom-developed data processing tool called "EasyFlow". Our pipelines are applicable to the typical experimental scenarios that users encounter when working with droplets: i) mono- and polydisperse droplets, ii) brightfield and fluorescent images, iii) droplet and object detection, iv) signal profile of droplets and objects (e.g., fluorescence).
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Affiliation(s)
- Immanuel Sanka
- Department of Chemistry and Biotechnology, School of Science, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | - Simona Bartkova
- Department of Chemistry and Biotechnology, School of Science, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | - Pille Pata
- Department of Chemistry and Biotechnology, School of Science, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | - Mart Ernits
- MATTER, Institute of Technology, University of Tartu, Nooruse 1, 50411, Tartu, Estonia
| | | | - Natali Agu
- Rapla Gymnasium, Kooli 8, 79513, Rapla, Estonia
| | - Villem Aruoja
- Laboratory of Environmental Toxicology, National Institute of Chemical Physics and Biophysics, Akadeemia tee 23, 12618, Tallinn, Estonia
| | - Olli-Pekka Smolander
- Department of Chemistry and Biotechnology, School of Science, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia.
| | - Ott Scheler
- Department of Chemistry and Biotechnology, School of Science, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia.
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Lin F, Zhang C, Zhao Y, Shen B, Hu R, Liu L, Qu J. In vivo two-photon fluorescence lifetime imaging microendoscopy based on fiber-bundle. OPTICS LETTERS 2022; 47:2137-2140. [PMID: 35486743 DOI: 10.1364/ol.453102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 03/13/2022] [Indexed: 06/14/2023]
Abstract
Fluorescence lifetime imaging microendoscopy (FLIME) has been reported to investigate the physicochemical microenvironment in biological tissue. In this work, we designed a two-photon (TP) FLIME system based on a fiber-bundle glued with an achromatic mini-objective with 1.4-mm diameter, which was coupled to a standard TP microscope containing a dispersion precompensation module in the laser source. With 840 nm excitation, the field of view and lateral resolution of our system are 390 µm and 1.55 µm, respectively. To examine the capability of imaging in vivo, we obtained Z-stack (0-130 µm) TP-FLIME images from the intestine's surface of a mouse injected with squaraine dye. Further, we utilized the TP-FLIME system to image the kidney, liver, and xenografted tumor at 100-µm depth in vivo with cellular resolution, which features the distribution of cells and tissue structures with better contrast than intensity images. These results demonstrated that the proposed system is capable of measuring fluorescence lifetime in situ and provides a powerful tool to research the deep tissue microenvironment naturally.
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