Biology subjects

Schröder, S.

Publications and source records attributed to Schröder, S..

6 recordsLinked to original sources

bioRxiv2026

Correcting axial-motion artifacts in two-photon calcium imaging with suite2p-in-depth

Two-photon calcium imaging enables measurements of neural activity from individual neurons and their subcellular processes in awake animals. Axial brain motion can change measured fluorescence independently of neural activity and move small structures out of the imaging plane, confounding two-photon calcium measurements in behaving animals. We developed two complementary post-acquisition methods, selected according to whether the imaged structure remains detectable across the encountered depth range. When it does, z-stack correction estimates imaging depth from a separately acquired reference z-stack and uses an axial fluorescence profile specific to each neural structure to rescale fluorescence to a common reference depth. When a structure can leave a single imaging plane, volume-based z-registration reconstructs a common-depth movie from repeated acquisitions of closely spaced planes. In awake mice, both methods tracked experimentally imposed axial displacements within the sampled range, with depth-estimation root mean squared errors (RMSEs) below 1 m for z-stack correction and 0.69-1.03 m for volume-based z-registration. Correction changed fluorescence substantially for a subset of somata, with larger effects in axonal boutons. Both methods are implemented in suite2p-in-depth, a Python package that integrates with Suite2p and provides diagnostics for depth estimation, correction quality and data reliability. Together, these methods enable axial-motion artifacts to be assessed and corrected within established Suite2p workflows.

neuroscience↗

bioRxiv2026

Linking neural representations to behavior using generalization

Sensory-guided decisions are the result of sensorimotor transformations across many brain areas. Recent studies have localized the motor- and decision-related components of these transformations using brain-wide neural recordings. It has been more difficult to localize sensory computations in the same way. Here we developed a new approach for linking sensory computations to behavior by training mice to discriminate between two stimuli and testing their responses with new stimuli. In separate animals, we calculated the similarity of neural representations between train and test stimuli, using recordings of up to 73,000 simultaneously-recorded neurons from 9 primary and higher-order visual areas (HVAs) across layers 2 and 3. We found that neural discrimination on test but not train images correlated with behavioral discrimination, and this relation required prior visual experience as it was not present in dark-reared mice. The link between neural and behavioral performance was highest in the medial HVAs, suggesting this region is a critical component of sensory transformations and generalization.

neuroscience↗

bioRxiv2025

Suite3D: Volumetric cell detection for two-photon microscopy

In two-photon imaging of neuronal activity it is increasingly common to acquire 3-dimensional volumes. However, these volumes are typically processed plane by plane, leading to uncorrected axial movement, duplicated cells across planes, reduced signal-to-noise ratio per cell, and missed cells. To overcome these limitations, we introduce Suite3D, a volumetric cell detection pipeline. Suite3D corrects for rigid and non-rigid 3D brain motion, both lateral and axial. It detects neurons using 3D correlation, improving detectability. Finally, it performs 3D segmentation, identifying cells across imaging planes. We validated Suite3D with data from conventional multi-plane microscopes and advanced volumetric microscopes, at multiple resolutions and in multiple brain regions, and with ground truth anatomical labelling. Suite3D successfully detected cells appearing on multiple imaging planes, improving cell detectability and signal quality, avoiding duplications, and running faster than a prior volumetric pipeline. Suite3D offers a powerful solution for analyzing volumetric two-photon data.

neuroscience↗

bioRxiv2024

A role for astrocytic miR-129-5p in Frontotemporal Dementia

Frontotemporal dementia is a debilitating neurodegenerative disorder characterized by frontal and temporal lobe degeneration, resulting in behavioral changes, language difficulties, and cognitive decline. In this study, smallRNA sequencing was conducted on postmortem brain tissues obtained from FTD patients with GRN, MAPT, or C9ORF72 mutations, focusing on the frontal and temporal lobes. Our analysis identified miR-129-5p as consistently deregulated across all mutation conditions and brain regions. Functional investigations revealed a novel role of miR-129-5p in astrocytes, where its loss led to neuroinflammation and impaired neuronal support functions, including reduced glutamate uptake. Depletion of miR-129-5p in astrocytes resulted in the loss of neuronal spines and altered neuronal network activity. These findings highlight miR-129-5p as a potential therapeutic target in neurodegenerative diseases and also sheds light on the role of astrocytes in Frontotemporal dementia pathogenesis.

neuroscience↗

bioRxiv2022

Reward modulates visual responses in the superficial superior colliculus of mice

The superficial layers of the superior colliculus (SC) are highly visual and receive direct input from the retina. Nonetheless, neural activity in the superficial SC (sSC) is modulated by locomotion and pupil-linked arousal. Here we show that visual responses of neurons in the sSC are additionally modulated by reward delivered prior to the visual stimulus. We trained mice to perform a visual detection task and recorded the activity of neurons in the SC using two-photon calcium imaging and electrophysiological recordings using high-density silicone probes (Neuropixels). Neurons across all layers of the SC responded to various task events, including reward delivery. However, responses to events like licking or movements did not explain the visual response modulation by reward. Electrophysiological recordings showed that most of the reward modulation occurred in the superficial rather than the deeper layers of the SC. Neurons also exhibited modulation by pupil-linked arousal, which was independent of the reward modulation. Performance of a population decoder to detect visual stimuli improved significantly by reward modulation but not by pupil-linked arousal modulation. Our results indicate that behavioural factors other than locomotion and arousal modulate visual activity in the SC.

neuroscience↗

bioRxiv2019

Retinal outputs depend on behavioural state

The operating mode of the visual system depends on behavioural states such as arousal1,2. This dependence is seen both in primary visual cortex3-7 (V1) and in subcortical brain structures receiving direct retinal input4,8. Here we show that this effect arises as early as in the output of the retina. We first measured activity in a region that receives retinal projections9, the superficial superior colliculus (sSC), and found that this activity strongly depended on behavioural state. This modulation was not mediated by feedback inputs from V1 as it was immune to V1 inactivation. We then used Neuropixels probes10 to record activity in the optic tract, and we found some retinal axons whose activity significantly varied with arousal, even in darkness. To characterize these effects on a larger sample of retinal outputs, we imaged the activity of retinal boutons11,12 in sSC during behaviour using a calcium indicator. The activity of these boutons correlated with arousal as strongly as that of sSC neurons, and this correlation persisted also during darkness. These results reveal a novel property of retinal function in mice, which could be observed only during behaviour: retinal outputs are modulated by behavioural state before they reach the rest of the brain.

neuroscience↗