eLifeMicrobiologyPeer-reviewed journal article
A Coma Pattern-Based Autofocusing Method Resolves Bacterial Cold Shock Response at Single-Cell Level
Sihong LiiD, Zhixin MaiD, Yue YuiD, Jinjuan WangiD, Yaxin Shen, Xiaodong CuiiD, Xiongfei FuiD, Shuqiang HuangiD
Abstract
Imaging-based single-cell physiological profiling holds great potential for uncovering fundamental bacterial cold shock response (CSR) mechanisms, but its application is impeded by severe focus drift during rapid temperature downshifts required for CSR induction. Here, we introduce LUNA (Locking Under Nanoscale Accuracy), an innovative autofocusing method that leverages the coma pattern of detection light to characterize focus drift. LUNA improves the focusing precision down to 3 nm and extends the focusing range to at least 40 times the objective depth-of-focus. These advancements enable us to investigate the complete dynamics of bacterial single-cell CSR, revealing continuous cellular growth and division. We resolve a three-phase adaptation process characterized by distinct growth deceleration dynamics, and show that bacterial cells maintain robust size regulation and coordinate uniform adaptation to cold shock through synchronized growth and elapsed cycles. Notably, a model based on scattering theory reconciles the paradox between the growth lag of batch culture and continuous single-cell growth. These findings fundamentally transform our understanding of bacterial CSR and highlight LUNAs excellent potential for expanding state-of-the-art research in biology.
- organism: bacteria (other)
- assay: imaging
- research focus: cell type annotation
- research focus: cell signaling & trafficking
- research focus: development & morphogenesis
- approach: experimental assay
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 0th percentile
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- SiCTeC: an inexpensive, easily assembled Peltier device for rapid temperature shifting during single-cell imaging
B. D. Knapp, L. Zhu, K. C. Huang·bioRxiv·May 29, 2020
- High-temperature live-cell imaging of cytokinesis, cell motility and cell-cell adhesion in the thermoacidophilic crenarchaeon Sulfolobus acidocaldarius
A. Charles-Orszag, S. J. Lord, D. Mullins·bioRxiv·Feb 16, 2020
- Emergent simplicities in an individual cell's stochastic response to disruptive change
Kunaal Joshi, Karl F. Ziegler, … Srividya Iyer‐Biswas·bioRxiv·Dec 4, 2025
- Label-free analysis of bacterial growth and lysis at the single-cell level using droplet microfluidics and object detection-oriented deep learning
A. Tiwari, N. Nikolic, … F. Gielen·bioRxiv·Jun 27, 2023
- Single Cell Biological Microlasers Powered by Deep Learning
Z. Qiao, W. Sun, … Y.-C. Chen·bioRxiv·Jan 21, 2021
- Seeing in the Dark: Intelligent Fourier Light Field Imaging for Bioluminescence Microscopy
Luis-Felipe Morales-Curiel, Aaron Kreis, Michael Krieg·bioRxiv·Oct 13, 2025