@article {67959,
	title = {Dimensionality reduction of calcium-imaged neuronal population activity},
	journal = {Nature Computational Science},
	year = {2023},
	month = {2023 Jan 01},
	abstract = {<p>Calcium imaging has been widely adopted for its ability to record from large neuronal populations. To summarize the time course of neural activity, dimensionality reduction methods, which have been applied extensively to population spiking activity, may be particularly useful. However, it is unclear if the dimensionality reduction methods applied to spiking activity are appropriate for calcium imaging. We thus carried out a systematic study of design choices based on standard dimensionality reduction methods. We also developed a novel method to perform deconvolution and dimensionality reduction simultaneously (termed CILDS). CILDS most accurately recovered the single-trial, low-dimensional time courses from calcium imaging that would have been recovered from spiking activity. CILDS also outperformed the other methods on calcium imaging recordings from larval zebrafish and mice. More broadly, this study represents a foundation for summarizing calcium imaging recordings of large neuronal populations using dimensionality reduction in diverse experimental settings.</p>
},
	doi = {10.1038/s43588-022-00390-2},
	url = {https://doi.org/10.1038/s43588-022-00390-2},
	author = {Tze Hui Koh and William E. Bishop and Takashi Kawashima and Brian B. Jeon and Ranjani Srinivasan and Sandra J. Kuhlman and Misha B. Ahrens and Steven M. Chase and Byron M. Yu}
}
@article {69126,
	title = {Ketamine modulates a norepinephrine-astroglial circuit to persistently suppress futility-induced passivity.},
	journal = {bioRxiv},
	year = {2023},
	month = {2023 Dec 29},
	abstract = {<p>Mood-altering compounds hold promise for the treatment of many psychiatric disorders, such as depression, but connecting their molecular, circuit, and behavioral effects has been challenging. Here we find that, analogous to effects in rodent learned helplessness models, ketamine pre-exposure persistently suppresses futility-induced passivity in larval zebrafish. While antidepressants are thought to primarily act on neurons, brain-wide imaging in behaving zebrafish showed that ketamine elevates intracellular calcium in astroglia for many minutes, followed by persistent calcium downregulation post-washout. Calcium elevation depends on astroglial α1-adrenergic receptors and is required for suppression of passivity. Chemo-/optogenetic perturbations of noradrenergic neurons and astroglia demonstrate that the aftereffects of glial calcium elevation are sufficient to suppress passivity by inhibiting neuronal-astroglial integration of behavioral futility. Imaging in mouse cortex reveals that ketamine elevates astroglial calcium through conserved pathways, suggesting that ketamine exerts its behavioral effects by persistently modulating evolutionarily ancient neuromodulatory systems spanning neurons and astroglia.</p>
},
	doi = {10.1101/2022.12.29.522099},
	url = {https://doi.org/10.1101/2022.12.29.522099},
	author = {Marc Duque and Alex B. Chen and Eric Hsu and Sujatha Narayan and Altyn Rymbek and Shahinoor Begum and Gesine Saher and Adam E. Cohen and David E. Olson and David A. Prober and Dwight E. Bergles and Mark C. Fishman and Florian Engert and Misha B. Ahrens}
}
