High Axial Resolution Is Necessary for Quantitative Two-Photon Calcium Imaging of Neuronal Populations
Yoon, H. Y. A.; Afifa, U.; Ferrer-Imbert, G.; Charles, A. S.; Ji, N.
Show abstract
Two-photon calcium imaging is a standard tool for measuring neuronal population activity in vivo, yet how axial resolution, sensor expression strategy, and analysis pipeline jointly affect data accuracy remains poorly characterized. Here, we imaged the same L2/3 neurons in mouse primary visual cortex at five axial resolutions (3.6-21.0 m), spanning current two-photon systems from benchtop microscopes to large-field-of-view and miniaturized designs. We expressed cytosolic, transgenic, and soma-targeted GCaMP variants and applied five analysis pipelines. Reducing axial resolution systematically attenuated {Delta}F/F0, corrupted visual responsiveness and orientation tuning classifications, and biased pairwise correlations. No pipeline corrected these resolution-dependent artifacts, and pipeline choice alone produced quantitatively divergent results even at the highest resolution. Soma-targeted sensors mitigated but did not eliminate these artifacts. Our findings demonstrate that high axial resolution is necessary for accurate quantitative population imaging, and that robust separation of somatic from neuropil signals remains an unresolved challenge. In BriefImaging the same cortical neurons across five axial resolutions and five analysis pipelines, Ji and colleagues show that lower resolution corrupts neuronal tuning and population correlations. No pipeline corrects these artifacts, and pipeline choice yields divergent results even at high resolution. Soma-targeted sensors mitigate but do not eliminate these failures.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Extended field-of-view ultrathin microendoscopes for high-resolution two-photon imaging with minimal invasiveness in awake mice 98%
- Aberration correction in long GRIN lens-based microendoscopes for extended field-of-view two-photon imaging in deep brain regions 96%
- Retinal microvascular and neuronal pathologies probed in vivo by adaptive optical two-photon fluorescence microscopy 95%
Similar papers in this journal
- Head-mounted microendoscopic calcium imaging in dorsal premotor cortex of behaving rhesus macaque 96%
- Stimulus information guides the emergence of behavior related signals in primary somatosensory cortex during learning 95%
- Cortical acetylcholine dynamics are predicted by cholinergic axon activity and behavior state 95%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.