Researchers use deep learning to identify gene regulation at single-cell level
Scientists at the University of California, Irvine have developed a new deep-learning framework that predicts gene regulation at the single-cell level.
Scientists at the University of California, Irvine have developed a new deep-learning framework that predicts gene regulation at the single-cell level.
Biotechnology
Jan 6, 2021
0
195
A joint research team from KAIST and UCSD has developed a deep neural network named DeepTFactor that predicts transcription factors from protein sequences. DeepTFactor will serve as a useful tool for understanding the regulatory ...
Molecular & Computational biology
Jan 5, 2021
0
13
An unusual study that involved bar coding and tracking the behavior of thousands of individual honey bees in six queenless bee hives and analyzing gene expression in their brains offers new insights into how gene regulation ...
Plants & Animals
Dec 22, 2020
0
305
The addition and removal of methyl groups on DNA plays an important role in gene regulation. In order to study these mechanisms more precisely, a German team has developed a new method by which specific methylation sites ...
Biochemistry
Nov 24, 2020
0
19
Researchers at the University of Tokyo have identified how the architecture of the cell nucleus can change gene activity in plants. This discovery reveals fundamental knowledge about genome regulation and points toward future ...
Cell & Microbiology
Nov 20, 2020
0
26
We need a variety of antibody types to help fight off invading foreign pathogens and our genome is exquisitely tuned to produce them to meet emerging needs. A new study finds that not just our DNA, but its configuration and ...
Cell & Microbiology
Nov 19, 2020
0
30
A large-scale study conducted by molecular biologists from Heidelberg University has yielded groundbreaking new insights into the evolution and regulation of gene expression in mammalian organs. The scientists investigated ...
Evolution
Nov 11, 2020
2
603
MicroRNAs (miRNAs) are evolutionarily conserved small noncoding RNAs—bits of genetic code that serve as critical gene regulators in many aspects of biological processes important for human health. Due to their essential ...
Biochemistry
Oct 27, 2020
0
111
The largest-ever study of tree rings from Norilsk in the Russian Arctic has shown that the direct and indirect effects of industrial pollution in the region and beyond are far worse than previously thought.
Environment
Sep 25, 2020
3
745
In cells, there are proteins that do the work and proteins that regulate them. The latter inhibit or enhance activity, depending on the need. However, in many diseases—for example cancer—there is so much overactivity ...
Molecular & Computational biology
Aug 14, 2020
0
52