bioRxivCell Biology
The probability of chromatin to be at the nuclear lamina has no systematic effect on its transcription level in fruit fly.
A. Y. Afanasyev, Y. Kim, I. S. Tolokh, I. V. Sharakhov, A. V. Onufriev
Abstract
Multiple studies have demonstrated a negative correlation between gene expression and the positioning of genes at the nuclear envelope (NE) lined by nuclear lamina. In this paper, we ask whether there is a causal, systematic relationship between the expression level of the groups of genes in topologically associating domains (TADs) of Drosophila nuclei and the probabilities of TADs to be found at the NE. To investigate the nature of this possible relationship, we combine a coarse-grained dynamic model of the entire Drosophila nucleus with genome-wide gene expression data; we analyze the TAD averaged transcription levels of genes against the probabilities of individual TADs to be near the NE in the control and lamins-depleted nuclei. Our findings demonstrate that, within the statistical error margin, the stochastic positioning of Drosophila melanogaster TADs at the NE does not, by itself, systematically affects the mean level of gene expression in these TADs, while the expected negative correlation is confirmed. The correlation is weak and disappears completely for TADs not containing lamina-associated domains (LADs) or TADs containing LADs, considered separately. Verifiable hypotheses of the underlying mechanism for the presence of correlation without causality are discussed.
- organism: Drosophila
- assay: bulk RNA-seq
- research focus: chromatin & epigenetic regulation
- approach: statistical model
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