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Ruohola-Baker, H.

Publications and source records attributed to Ruohola-Baker, H..

3 recordsLinked to original sources
bioRxiv2018

Cryptic Promoter Activation Drives POU5F1 (OCT4) Expression in Renal Cell Carcinoma

Transcriptional dysregulation drives cancer formation but the underlying mechanisms are still poorly understood. As a model system, we used renal cell carcinoma (RCC), the most common malignant kidney tumor which canonically activates the hypoxia-inducible transcription factor (HIF) pathway. We performed genome-wide chromatin accessibility and transcriptome profiling on paired tumor/normal samples and found that numerous transcription factors with a RCC-selective expression pattern also demonstrated evidence of HIF binding in the vicinity of their gene body. Some of these transcription factors influenced the tumors regulatory landscape, notably the stem cell transcription factor POU5F1 (OCT4). Unexpectedly, we discovered a HIF-pathway-responsive cryptic promoter embedded within a human-specific retroviral repeat element that drives POU5F1 expression in RCC via a novel transcript. Elevat POU5F1 expression levels were correlated with advanced tumor stage and poorer overall survival in RCC patients. Thus, integrated transcriptomic and epigenomic analysis of even a small number of primary patient samples revealed remarkably convergent shared regulatory landscapes and a novel mechanism for dysregulated expression of POU5F1 in RCC.

cancer biology↗
bioRxiv2017

Epigenomic and 3D genome architecture in naïve and primed human embryonic stem cell states

During mammalian embryogenesis changes in morphology and gene expression are concurrent with epigenomic reprogramming. Using human embryonic stem cells representing the pre-implantation blastocyst (naive) and post-implantation epiblast (primed), our data demonstrate that a substantial portion of known human enhancers are pre-marked by H3K4me1 in naive cells, providing an enhanced open chromatin state in naive pluripotency. The naive enhancer repertoire occupies nine percent of the genome, three times that of primed cells, and can exist in broad chromatin domains over fifty kilobases. Enhancer chromatin states are largely poised. Seventy-seven percent of naive enhancers are decommissioned in a stepwise manner as cells become primed. While primed topological associated domains are unaltered upon differentiation, naive domains expand across primed boundaries, impacting three dimensional genome architecture. Differential topological associated domain edges coincide with naive H3K4me1 enrichment. Our results suggest that naive-derived cells have a chromatin landscape reflective of early embryogenesis.

developmental biology↗
bioRxiv2016

Isolator: accurate and stable analysis of isoform-level expression in RNA-Seq experiments

While RNA-Seq has enabled great progress towards the goal of wide-scale isoform-level mRNA quantification, short reads have limitations when resolving complex or similar sets of isoforms. As a result, estimates of isoform abundance carry far more uncertainty than those made at the gene level. When confronted with this uncertainty, commonly used methods produce estimates that are often high-variance--small perturbations in the data often produce dramatically different results, confounding downstream analysis. We introduce a new method, Isolator, which analyzes all samples in an experiment in unison using a simple Bayesian hierarchical model. Combined with aggressive bias correction, it produces estimates that are simultaneously accurate and show high agreement between samples. In a comprehensive comparison of accuracy and variance, we show that this property is unique to Isolator. We further demonstrate that the approach of modeling an entire experiment enables new analyses, which we demonstrate by examining splicing monotonicity across several time points in the development of human cardiomyocyte cells.

bioinformatics↗