Evaluated articles

eLife Assessment

The study presents valuable findings on early behavioral phenotypes that arise in an ADHD-associated adgrl3.1 mutant zebrafish, using a new behavioral approach with a closed-loop OMR assay. The evidence supporting the claims of the authors is solid; however, the validation of the method and analysis is incomplete and would benefit from more rigorous approaches and validation practices. This work will be of broad interest to developmental biologists and behavioral neuroscientists.

eLife Assessment

This valuable paper reports on a measure of flexible brain state engagement, derived from fMRI, as a predictor of cognitive control. One strength of the study is the use of external datasets for validation and replication. The results are solid, although some may benefit from further explanation.

eLife Assessment

This valuable study aimed to explore whether sensory representations in the cortex reorganize on the same timescale over which behavioral changes first emerge. Convincing evidence is presented to show that reward-dependent plasticity takes place in the mouse barrel cortex within a single recording session as mice learn a whisker detection task. However, the evidence supporting the authors' proposal that this rapid reorganization may involve spontaneous reactivation of neurons that gain stimulus responsiveness during training is incomplete. The work will be of interest to systems neuroscientists studying cortical circuits and learning.

eLife Assessment

This valuable study describes a simple and robust approach for estimating information-limiting noise by splitting neural populations and comparing estimator values. The authors report more accurate and robust results compared to previous methods. The evidence for the robustness of the method is currently incomplete; some concerns regarding bias need to be resolved, and additional tests need to be provided on how the number of trials and neurons affect performance.

eLife Assessment

This work establishes a valuable theoretical finding about how the spike timing dependence of inhibitory plasticity shapes recurrent network connectivity. The combination of theoretical analysis and simulations provides convincing evidence that effective inhibitory connectivity forms a so-called Mexican-hat profile when multiple inhibitory neuron types follow distinct learning rules. These mechanisms are thought to be implicated in the contextual modulation of neuronal responses to stimuli.

eLife Assessment

This valuable study establishes a novel genetic model for chronic, in vivo visualization of protein engulfment in brain macrophages from the naturally short-lived African turquoise killifish. The solid data presented here show that brain phagocytes exhibit transcriptional features resembling mammalian border associated macrophages and monocyte derived macrophages rather than classical microglia and that their engulfment capacity declines with age, providing a resource for future studies on brain immune cells in teleosts. This research will interest a broad audience across developmental biology, genetics, neuroimmunology, aging research, and evolutionary biology.

[Editors' note: this paper was reviewed by Review Commons.]

eLife Assessment

This set of studies provides important knowledge for the role of zona incerta neurons in motivation and food-seeking in mice. The evidence supporting the findings is convincing, with the use of multiple approaches and nice behavioral procedures to provide converging lines of evidence. Additional analyses and data from the current studies would further strengthen the evidence. This work will be of interest to those interested in motivation and its brain substrates.