Robinson, S. T. | bioRxiv Science

bioRxiv2023

Single Nuclei RNA Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease

BackgroundLower extremity peripheral artery disease (PAD) is a growing epidemic with limited effecOve treatment options. Herein, we provide a single nuclei atlas of PAD limb muscle to facilitate a better understanding of the composition of cells and transcriptional differences that comprise the diseased limb muscle. MethodsWe obtained gastrocnemius muscle specimens from 20 PAD patients and 12 non-PAD controls. Nuclei were isolated and single nuclei RNA sequencing (snRNAseq) was performed. The composition of nuclei was characterized by iteraOve clustering via principal component analysis, differenOal expression analysis, and the use of known marker genes. BioinformaOcs analysis was performed to determine differences in gene expression between PAD and non-PAD nuclei, as well as subsequent analysis of intercellular signaling networks. Additional histological analyses of muscle specimens accompany the snRNAseq atlas. ResultssnRNAseq analysis indicated a fiber type shim with PAD paOents having fewer Type I (slow/oxidaOve) and more Type II (fast/glycolyOc) myonuclei compared to non-PAD, which was confirmed using immunostaining of muscle specimens. Myonuclei from PAD displayed global upregulation of genes involved in stress response, autophagy, hypoxia, and atrophy. Subclustering of myonuclei also idenOfied populations that were unique to PAD muscle characterized by metabolic dysregulation. PAD muscles also displayed unique transcriptional profiles and increased diversity of transcriptomes in muscle stem cells, regeneraOng myonuclei, and fibro-adipogenic progenitor (FAPs) cells. Analysis of intercellular communication networks revealed FAPs as a major signaling hub in PAD muscle, as well as deficiencies in angiogenic and bone morphogeneOc protein signaling which may contribute to poor limb function in PAD. ConclusionsThis reference snRNAseq atlas provides a comprehensive analysis of the cell composition, transcriptional signature, and intercellular communication pathways that are altered in the PAD condition.

genomics↗

bioRxiv2020

Neuroplasticity associated with conversational turn-taking following a family-based intervention

Childrens early language environments are associated with linguistic, cognitive, and academic development, as well as concurrent brain structure and function. This study investigated neurodevelopmental mechanisms linking language input to development by measuring neuroplasticity associated with an intervention designed to enhance language environments of families primarily from lower socioeconomic backgrounds. Families of 52 4-to-6 year-old children were randomly assigned to a 9-week, interactive, family-based intervention or no-contact control group. Children completed pre- and post-assessments of verbal and nonverbal cognition (n=52), structural magnetic resonance imaging (n=45), and home auditory recordings of language exposure (n=39). Families who completed the intervention exhibited greater increases in adult-child conversational turns, and changes in turn-taking mediated intervention effects on language and executive functioning measures. Collapsing across groups, turn-taking changes were also positively correlated with cortical thickening in left inferior frontal and supramarginal gyri, the latter of which mediated relationships between changes in turn-taking and childrens language development. This is the first study of longitudinal neuroplasticity in response to changes in childrens language environments, and findings suggest that conversational turns support language development through cortical growth in language and social processing regions. This has implications for early interventions to enhance childrens language environments to support neurocognitive development.

neuroscience↗