Biology subjects

Yun, H.

Publications and source records attributed to Yun, H..

3 recordsLinked to original sources

bioRxiv2020

Transcriptional analysis of immune modulatory genes in melanoma treated with PD-1 blockade

Abstract/SummaryWe aimed to characterize immunological features of melanoma patients treated with PD-1 blockade using tumor transcriptomic datasets. Response-dependent and response-independent predictors based on biological knowledge were investigated. Domain knowledge-driven regression-based analysis identified CEACAM1, CD40, B7-H3, and CD112 as key genes that determine the melanoma immune status. We devised the transcriptional deviance score (TDS) representing the individual sample-wise contribution to the immune network. The TDS not only showed good predictive power for immune checkpoint inhibitor (ICI) responses but also suggested specific gene interactions that determine ICI responses. Dynamic TDS changes following ICI treatment were related to long survival, indicating immune network modulation by ICIs occurred in responders. A predictive model incorporating B7-H3 and CEACAM1 expression, mutational status, clinical features, and the TDS showed excellent performance for ICI response. Thus, our approaches suggest a novel measure for the tumor immune temperature and provide insight into melanoma immunobiology. HighlightsO_LIWe applied outcome-independent and outcome-dependent methods to investigate melanoma immunobiology. C_LIO_LICEACAM1, CD40, B7-H3, and CD112 expression levels are key determinants of immune status. C_LIO_LIWe devised a TDS that could measure tumor immune network status at the individual level. C_LIO_LIIncorporating regression and correlation approaches greatly improves predictive power. C_LI

cancer biology↗

bioRxiv2020

Mutational synergy coordinately remodels chromatin accessibility, enhancer landscape and 3-Dimensional DNA topology to alter gene expression during leukemia induction

Altered transcription is a cardinal feature of acute myeloid leukemia (AML), however, exactly how mutations synergize to remodel the epigenetic landscape and rewire 3-Dimensional (3-D) DNA topology is unknown. Here we apply an integrated genomic approach to a murine allelic series that models the two most common mutations in AML, Flt3-ITD and Npm1c. We then deconvolute the contribution of each mutation to alterations of the epigenetic landscape and genome organization, and infer how mutations synergize in the induction of AML. These analyses allow the identification of long-range cis-regulatory circuits, including a novel super-enhancer of the Hoxa locus, as well as larger and more detailed gene-regulatory networks, whose importance we demonstrate through perturbation of network members.

cancer biology↗

bioRxiv2020

Although host-related factors are important for the formation of gut microbiota, environmental factors cannot be ignored

The gut microbiome is essential to human health. However, little is known about the influence of the environment versus host-related factors (e.g. genetic background, sex, age, and body mass) in the formation of human intestinal microflora. Here, we present evidence in support of the importance of host-related factors in the establishment and maintenance of individual gut assemblages. We collected fecal samples (n = 249) from 44 Korean naval trainees and 39 healthy people living in Korea over eight weeks and sequenced the bacterial 16S rRNA genes. The following hypotheses were tested: 1) microbiome function is linked to its diversity, community structure, and genetic host-related factors, and 2) preexisting host-related factors have a more significant effect on gut microbiome formation and composition than environmental factors. For each individual, the difference between the initial gut microbiota and that after eight weeks was negligible even though the 44 naval trainees lived in the same area and received the same diet, the same amount of exercise, and the same amount of physical stress during the study. This suggests that host-related factors, rather than environmental factors, is a key determinant of individual gut microflora. Moreover, eight weeks of physical training and experiencing the same environmental conditions resulted in an increase in the species Bifidobacterium, Faecalibacterium, and Roseburia in most trainees, suggesting a healthier intestinal environment. IMPORTANCEIn order to understand the role of human gut microbiome, it is important to know how individuals gut microbiota are formed. In this study, we tested the host-related factors versus environmental factors to affect gut microbiome and found that the former have a more association. However, we also found that the controlled environment give an effect on the gut microflora as well. This study provides preliminary evidence that differences in the formation and diversity of gut microbiota within a population could be determined by host-related factors rather than environmental factors.

microbiology↗