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Biology subjects

Zabala, M.

Publications and source records attributed to Zabala, M..

3 recordsLinked to original sources

Does local adaptation influence thermal responses in red coral populations across depth gradients? Transcriptomic insights for effective conservation.

Marine heatwaves (MHWs) pose significant threats to marine biodiversity, including Mediterranean octocorals. Using a common garden experiment, we test whether differential transcriptomic responses to thermal stress between shallow and mesophotic populations of Corallium rubrum are shaped by their adaptation to the local environment, i.e. local adaptation. Six individuals from one shallow (15m) and one mesophotic (48m) population were exposed to control (18{degrees}C) and thermal stress (25{degrees}C) treatments, with samples collected at day 0 (T0), day 5 (T5), and day 10 (T10) for RNA sequencing (N=36). We revealed 1,957 differentially expressed genes (DEGs) in response to heat stress. Mild transcriptomic responses were observed in the shallow population (441 DEGs) characterized by heat shock proteins (HSPs) and developmental regulation. Conversely, a stronger and extensive response was observed in the mesophotic population with more than twice as many DEGs (1,081), predominantly associated with enhanced stress and wound healing mechanisms. Temporal transcriptional shifts were larger between T5 to T10 in the mesophotic population (1,497 vs 241), while more stable in the shallow (265 vs 271). Additionally, 172 DEGs, including HSPs, apoptosis and collagen, were found in the shallow population under control conditions, indicating transcriptional frontloading. The contrasting thermal stress responses between populations suggest distinct adaptative strategies potentially driven by local adaptation. These insights challenge the deep refugia hypothesis that considered mesophotic populations as potential sources for recolonization and active restoration of shallow populations threatened by MHWs. Our results support the need to integrate population-specific adaptive responses into conservation and restoration strategies for C. rubrum.

molecular biology↗

Single-cell transcriptional diversity is a hallmark of developmental potential

Single-cell RNA-sequencing (scRNA-seq) is a powerful approach for reconstructing cellular differentiation trajectories. However, inferring both the state and direction of differentiation without prior knowledge has remained challenging. Here we describe a simple yet robust determinant of developmental potential--the number of detectably expressed genes per cell-- and leverage this measure of transcriptional diversity to develop a new framework for predicting ordered differentiation states from scRNA-seq data. When evaluated on ~150,000 single-cell transcriptomes spanning 53 lineages and five species, our approach, called CytoTRACE, outperformed previous methods and ~19,000 molecular signatures for resolving experimentally-confirmed developmental trajectories. In addition, it enabled unbiased identification of tissue-resident stem cells, including cells with long-term regenerative potential. When used to analyze human breast tumors, we discovered candidate genes associated with less-differentiated luminal progenitor cells and validated GULP1 as a novel gene involved in tumorigenesis. Our study establishes a key RNA-based correlate of developmental potential and provides a new platform for robust delineation of cellular hierarchies (https://cytotrace.stanford.edu).

genomics↗

tDCS over the left prefrontal cortex does not affect time-trial self-paced cycling performance: Evidence from oscillatory brain activity and power output.

ObjectivesTo test the hypothesis that transcranial direct current stimulation (tDCS) over the left dorsolateral prefrontal cortex (DLPFC) influences performance in a 20-min time-trial self-paced exercise and electroencephalographic (EEG) oscillatory brain activity in a group of trained male cyclists.\n\nDesignThe study consisted of a pre-registered (https://osf.io/rf95j/), randomised, sham-controlled, single-blind, within-subject design experiment.\n\nMethods36 trained male cyclists, age 27 (6.8) years, weight 70.1 (9.5) Kg; VO2max: 54 (6.13) ml.min-1.kg-1, Maximal Power output: 4.77 (0.6) W/kg completed a 20-min time-trial self-paced exercise in three separate sessions, corresponding to three stimulation conditions: anodal, cathodal and sham. tDCS was administered before each test during 20-min at a current intensity of 2.0 mA. The anode electrode was placed over the DLPFC and the cathode in the contralateral shoulder. In each session, power output, heart rate, sRPE and EEG (at baseline and during exercise) was measured.\n\nResultsThere were no differences (F = 0.31, p > 0.05) in power output between the stimulation conditions: anodal (235 W [95%CI 222 - 249 W]; cathodal (235 W [95%CI 222 - 248 W] and sham (234 W [95%CI 220 - 248 W]. Neither heart rate, sRPE nor EEG activity were affected by tDCS (all Ps > 0.05).\n\nConclusiontDCS over the left DLFC did not affect self-paced exercise performance in trained cyclists. Moreover, tDCS did not elicit any change on oscillatory brain activity either at baseline or during exercise. Our data suggest that the effects of tDCS on endurance performance should be taken with caution.

neuroscience↗