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Siegmund, K. D.

Publications and source records attributed to Siegmund, K. D..

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Comprehensive epigenomic profiling of human alveolar epithelial differentiation identifies key epigenetic states and transcription factor co-regulatory networks for maintenance of distal lung identity

Disruption of alveolar epithelial cell (AEC) differentiation is implicated in peripheral lung diseases strongly impacting morbidity and mortality worldwide, such as chronic obstructive pulmonary disease, idiopathic pulmonary fibrosis, and lung adenocarcinoma. Elucidating underlying disease pathogenesis requires a mechanistic molecular understanding of AEC differentiation. However, to date no study has comprehensively characterized the dynamic epigenomic alterations that facilitate this critical process in humans. We comprehensively profiled the epigenomic states of human AECs during type 2 to type 1-like cell differentiation, including the methylome and chromatin functional domains, and integrated this with transcriptome-wide RNA expression. Enhancer regions were drastically altered during AEC differentiation. Transcription factor binding analysis within enhancer regions revealed diverse interactive networks with enrichment for dozens of transcription factors, including NKX2-1 and FOXA family members, as well as transcription factors with previously uncharacterized roles in lung differentiation, such as members of the MEF2, TEAD, and AP1 families. Additionally, associations between transcription factors changed during differentiation, implicating a complex network of heterotrimeric complex switching may be involved in facilitating differentiation. Integration of AEC enhancer states with the catalog of enhancer elements in the Roadmap Epigenomics Mapping Consortium and Encyclopedia of DNA Elements (ENCODE) revealed that human mammary epithelial cells (HMEC) have a similar epigenomic structure to alveolar epithelium, with NKX2-1 serving as a distinguishing feature of distal lung differentiation. Taken together, our results suggest that enhancer regions with dynamic transcription factor interactions are hotspots of epigenomic alteration that help to facilitate AEC differentiation. Author SummaryHuman health and disease states are heavily influenced by the critical cellular processes that regulate and protect our genomes. One of these safeguards is the epigenome; the coordinated set of signals overlaid on top of our DNA that controls what can happen to a given stretch DNA. Hence, epigenomic signatures play a critical role in the development and maintenance of cellular fate and function. To determine the relationship between epigenomic alterations and cellular fates of distal lung cells in humans during the process that regenerates the human lung epithelial layer after injury, we performed comprehensive genome-wide profiling of many epigenetic modifications that have roles in regulating the function of the underlying DNA. We found that changes to enhancer regions, which act to turn on associated gene expression, were the major alterations to the epigenome during distal lung differentiation, and that within those regions dynamic changes in transcription factor associations were occurring to facilitate this process. We then characterize what was similar and distinct to the enhancers of distal lung from among other epithelial tissues and describe a novel role for specific transcription factors in this process that previously had no known role in normal lung repair.

genomics

Individual variability in structural brain development from late childhood to young adulthood

A fundamental task in neuroscience is to characterize the brains developmental course. While replicable group-level models of structural brain development from childhood to adulthood have recently been identified, we have yet to quantify and understand individual differences in structural brain development. The present study examined individual variability and sex differences in changes in brain structure, as assessed by anatomical MRI, across ages 8.0-26.0 years in 269 participants (149 females) with three time points of data (807 scans), drawn from three longitudinal datasets collected in the Netherlands, Norway, and USA. We further investigated the relationship between overall brain size and developmental changes, as well as how females and males differed in change variability across development. There was considerable individual variability in the magnitude of changes observed for all included brain measures. However, distinct developmental patterns of change were observed for total brain and cortical gray matter, cortical thickness, and white matter surface area, with individuals demonstrating either stability or decreases in early adolescence, then almost universal decreases during mid-to-late adolescence, before returning to more variable patterns in early adulthood. White matter volume demonstrated a similar developmental pattern of variability, but with individuals shifting from increases to a majority stabilizing during mid-to-late adolescence. We observed sex differences in these patterns, and also an association between an individuals brain size and their overall rate of change. The present study provides new insight as to the amount of individual variance in changes in structural morphometrics from late childhood to early adulthood in order to obtain a more nuanced picture of brain development. The observed individual- and sex-differences in brain changes also highlight the importance of further studying individual variation in developmental patterns in healthy, at-risk, and clinical populations.

neuroscience