# Accessible and accurate cytometry analysis of adherent cells using fluorescence microscopes

**Authors:** Daniel Foyt, Yiming Kuang, Samma Rehem, Klaus Yserentant, Bo Huang

PMC · DOI: 10.1038/s41598-025-01957-5 · Scientific Reports · 2025-05-28

## TL;DR

This paper introduces a new method using microscopes and Python tools to analyze adherent cells like flow cytometry, enabling efficient single-cell fluorescence quantification.

## Contribution

A novel Python-based tool and method for generating flow-cytometry-like data from adherent cells using accessible microscopes.

## Key findings

- The method efficiently quantifies single-cell fluorescence using generalist cell segmentation algorithms.
- The approach was successfully demonstrated by screening 88 prime editing conditions with mNeonGreen211 as a reporter.

## Abstract

We have developed a method along with a Python-based analysis tool to capture images and produce flow-cytometry-like data for adherent cell culture utilizing simple accessible microscopes. Leveraging the recently developed generalist algorithms for cell segmentation, our approach efficiently quantifies single-cell fluorescence signals. We demonstrated the utility of this method by screening a set of 88 prime editing conditions using the integration of mNeonGreen211 as a reporter.

## Full-text entities

- **Genes:** Actb (actin, beta) [NCBI Gene 11461] {aka Actx, E430023M04Rik, beta-actin}, POTEF (POTE ankyrin domain family member F) [NCBI Gene 728378] {aka A26C1B, POTE2alpha, POTEACTIN}, HSPA8 (heat shock protein family A (Hsp70) member 8) [NCBI Gene 3312] {aka HEL-33, HEL-S-72p, HSC54, HSC70, HSC71, HSP71}, MLH1 (mutL homolog 1) [NCBI Gene 4292] {aka COCA2, FCC2, HNPCC, HNPCC2, LYNCH2, MLH-1}
- **Diseases:** phototoxicity (MESH:D017484)
- **Chemicals:** Penicillin (MESH:D010406), puromycin (MESH:D011691), DMEM (-), PBS (MESH:D007854), water (MESH:D014867), Streptomycin (MESH:D013307), amino acids (MESH:D000596), mNG (MESH:D008769)
- **Species:** Adeno-associated virus (species) [taxon 272636]
- **Mutations:** T2A
- **Cell lines:** HEK293T — Homo sapiens (Human), Transformed cell line (CVCL_0063), HEK — Homo sapiens (Human), Transformed cell line (CVCL_0045), S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232), HeLa — Homo sapiens (Human), Human papillomavirus-related endocervical adenocarcinoma, Cancer cell line (CVCL_0030)

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12120079/full.md

## References

1 references — full list in the complete paper: https://tomesphere.com/paper/PMC12120079/full.md

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Source: https://tomesphere.com/paper/PMC12120079