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Richmond, B.

Publications and source records attributed to Richmond, B..

6 recordsLinked to original sources

IPF distal lung epithelial cells acquire a DNA methylation signature consistent with activation of basal cell transcriptional programs

Idiopathic pulmonary fibrosis (IPF) is a progressive fibrotic interstitial lung disease associated with failed alveolar epithelial repair with an expansion of aberrant airway-like epithelium in the alveolar space leading to lung function decline usually resulting in death within 3-5 years of diagnosis. While single-cell and spatial transcriptomic approaches have been used to characterize disease-emergent cell populations, less is known about the regulation of transcriptional programs that drive failed alveolar epithelial cell repair in IPF. DNA methylation is a fundamental layer of gene regulation that stabilizes differentiated cell identity; however, changes in methylation in the epithelial compartment in IPF have not been studied. To identify novel epigenetic mediators of epithelial cell dysfunction, we performed high-resolution DNA methylation profiling of purified distal lung epithelial cells from 10 age-matched control and 14 IPF lungs using Oxford Nanopore Technologies (ONT) whole-genome, long-read sequencing. We identified widespread methylome remodeling in the IPF lung epithelium, with 84% of differentially methylated regions (DMRs) hypomethylated. DMRs were largely found outside of promoters, with 88% outside of 3 kb from the transcription start site (TSS), consistent with altered distal regulatory element activity. DMRs were enriched for transcription factor (TF) binding site motifs and gene associations consistent with dysregulation of polycomb repressive complex 2 (PRC2) and increases in p63 activity. DNA methylation at DMRs associated with p63 target genes, including KRT5, and genes implicated in failed epithelial repair, including MUC5B, MMP7, and S100A2 inversely correlated with gene expression. Consistent with the observed dysregulation of the IPF epithelial methylome, an experimental co-culture model of alveolar type II epithelial cell (AT2s) to basal-like epithelial cell transdifferentiation revealed widespread hypomethylation. Further, sites associated with NKX2.1 and FOXA1/2 binding, TFs involved in alveolar fate maintenance, were hypermethylated, suggesting loss of epigenetic regulation of alveolar identity. Together, these data implicate DNA methylation in the failed alveolar epithelial repair processes in IPF, potentially providing future therapeutic strategies by identifying putative regulatory elements associated with aberrant transcriptional programs.

molecular biology↗

Attractor dynamics reflect decision confidence in macaque prefrontal cortex

Decisions are made with different degrees of consistency, and this consistency can be linked to the confidence that the best choice has been made. Theoretical work suggests that attractor dynamics in networks can account for choice consistency, but how this is implemented in the brain remains unclear. Here, we provide evidence that the energy landscape around attractor basins in population neural activity in prefrontal cortex reflects choice consistency. We trained two rhesus monkeys to make accept/reject decisions based on pretrained visual cues that signaled reward offers with different magnitudes and delays-to-reward. Monkeys made consistent decisions for very good and very bad offers, but decisions were less consistent for intermediate offers. Analysis of neural data showed that the attractor basins around patterns of activity reflecting decisions had steeper landscapes for offers that led to consistent decisions. Therefore, we provide neural evidence that energy landscapes predict decision consistency, which reflects decision confidence.

neuroscience↗

A Unique Cellular Organization of Human Distal Airways and Its Disarray in Chronic Obstructive Pulmonary Disease

In the human lung, terminal bronchioles (TBs), the most distal conducting airways, open to respiratory bronchioles (RBs) that lead to the alveolar region where gas exchange takes place. This transition occurs in pulmonary lobules, lung tissue units supplied by pre-TBs, which give rise to TBs. Accumulating evidence suggests that remodeling and loss of pre-TBs and TBs underlies progressive airflow limitation in chronic obstructive pulmonary disease (COPD), the third leading cause of death worldwide. Understanding the nature of these changes at the single-cell level has so far been limited by poor accessibility of pre-TBs and TBs. Here, we introduce a novel method of region-precise airway dissection, which enables capture of the entire anatomical continuum of peripheral airways, from pre-TBs to RBs, and the associated alveolar region within the lobule. This approach allowed us to identify terminal airway-enriched secretory cells (TASCs), a unique epithelial cell population of distal airways expressing secretoglobin 3A2 (SCGB3A2) and/or surfactant protein B (SFTPB). TASCs were enriched in TBs, particularly, in areas of TB-RB transition and exhibited an intermediate, broncho-alveolar molecular pattern. TASC frequency was markedly decreased in pre-TBs and TBs of COPD patients compared to those in non-diseased lungs, accompanied by changes in cellular composition of vascular and immune microenvironments. In vitro regeneration assays identified basal cells (BCs) of pre-TBs and TBs as a cellular origin of TASCs in the human lung. Generation of TASCs by these region-specific progenitors was suppressed by IFN-{gamma} signaling that was augmented in distal airways of COPD patients. Thus, altered maintenance of region-specific cellular organization of pre-TBs and TBs represents a key component of distal airway pathology in COPD.

cell biology↗

The plant circadian clock gene LHY influences Medicago truncatula nodulation

Legumes house nitrogen-fixing endosymbiotic rhizobia in specialized polyploid cells within root nodules, which are factories of metabolic activity. We discovered that the circadian clock-associated transcriptional factor LATE ELONGATED HYPOCOTYL (LHY) affects nodulation in Medicago truncatula. By carrying out expression analysis of transcripts over time in nodules we found that the clock enables coordinated control of metabolic and regulatory processes linked to nitrogen fixation. Rhythmic transcripts in root nodules include a subset of Nodule-specific Cysteine Rich peptides (NCRs) that have the LHY-bound conserved Evening Element in their promoters. Until now, studies have suggested that NCRs act to regulate bacteroid differentiation and keep the rhizobial population in check. However, these conclusions came from the study of a few members of this very large gene family that has complex diversified spatio-temporal expression. We suggest that rhythmic expression of NCRs may be important for temporal coordination of bacterial activity with the rhythms of the plant host, in order to ensure optimal symbiosis. HighlightsO_LIThe circadian clock-associated transcriptional factor LATE ELONGATED HYPOCOTYL (LHY) impacts on successful Medicago truncatula-rhizobial symbiosis C_LIO_LIThe plant clock coordinates rhythmic patterns of metabolic and regulatory activity in nodules and drives rhythmic expression of a subset of Nodule-specific Cysteine Rich (NCR) genes. C_LIO_LIRhythmic expression of NCRs may be important for temporal coordination of bacterial activity with plant host rhythms to ensure optimal symbiosis. C_LI

plant biology↗

Curvilinear features are important for animate/inaimate categorization in macaques

The current experiment investigated the extent to which perceptual categorization of animacy, i.e. the ability to discriminate animate and inanimate objects, is facilitated by image-based features that distinguish the two object categories. We show that, with nominal training, naive macaques could classify a trial-unique set of 1000 novel images with high accuracy. To test whether image-based features that naturally differ between animate and inanimate objects, such as curvilinear and rectilinear information, contribute to the monkeys accuracy, we created synthetic images using an algorithm that distorted the global shape of the original animate/inanimate images while maintaining their intermediate features (Portilla and Simoncelli, 2000). Performance on the synthesized images was significantly above chance and was predicted by the amount of curvilinear information in the images. Our results demonstrate that, without training, macaques can use an intermediate image feature, curvilinearity, to facilitate their categorization of animate and inanimate objects.

neuroscience↗

A Clinical Phenotyping Algorithm to Identify Cases of Chronic Obstructive Pulmonary Disease in Electronic Health Records

RationaleChronic obstructive pulmonary disease (COPD) is a leading cause of mortality in the United States. Electronic health records provide large-scale healthcare data for clinical research, but have been underutilized in COPD research due to challenges identifying these individuals, especially in the absence of pulmonary function testing data.\n\nObjectivesTo develop an algorithm to electronically phenotype individuals with COPD at a large tertiary care center.\n\nMethodsWe identified individuals over 45 years of age at last clinic visit within Vanderbilt University Medical Center electronic health records. We tested phenotyping algorithms using combinations of both structured and unstructured text and examined the clinical characteristics of the resulting case sets.\n\nMeasurement and Main ResultsA simple algorithm consisting of 3 International Classification of Disease codes for COPD achieved a sensitivity of 97.6%, a specificity of 76.0%, a positive predictive value of 57.1%, and a negative predictive value of 99.0%. A more complex algorithm consisting of both billing codes and a mention of oxygen on the problem list that achieved a positive predictive value of 86.5%. However, the association of known risk factors with chronic obstructive pulmonary disease was consistent in both algorithm sets, suggesting a simple code-only algorithm may suffice for many research applications.\n\nConclusionsSimple code-only phenotyping algorithms for chronic obstructive pulmonary disease can identify case populations with epidemiologic and genetic profiles consistent with published literature. Implementation of this phenotyping algorithm will expand opportunities for clinical research and pragmatic trials for COPD.

bioinformatics↗