scholarly journals General and Species-Specific Lysine Acetylation Site Prediction Using a Bi-Modal Deep Architecture

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 63560-63569 ◽  
Author(s):  
Xiaowei Zhao ◽  
Jiagen Li ◽  
Rui Wang ◽  
Fei He ◽  
Lin Yue ◽  
...  
PLoS ONE ◽  
2016 ◽  
Vol 11 (5) ◽  
pp. e0155370 ◽  
Author(s):  
Qiqige Wuyun ◽  
Wei Zheng ◽  
Yanping Zhang ◽  
Jishou Ruan ◽  
Gang Hu

PLoS ONE ◽  
2014 ◽  
Vol 9 (2) ◽  
pp. e89575 ◽  
Author(s):  
Ting Hou ◽  
Guangyong Zheng ◽  
Pingyu Zhang ◽  
Jia Jia ◽  
Jing Li ◽  
...  

Author(s):  
Caroline A. Evans ◽  
Saw Yen Ow ◽  
Duncan L. Smith ◽  
Bernard M. Corfe ◽  
Phillip C. Wright

2012 ◽  
Vol 11 (11) ◽  
pp. 1510-1522 ◽  
Author(s):  
Peter Henriksen ◽  
Sebastian A. Wagner ◽  
Brian T. Weinert ◽  
Satyan Sharma ◽  
Giedrė Bačinskaja ◽  
...  

Post-translational modification of proteins by lysine acetylation plays important regulatory roles in living cells. The budding yeast Saccharomyces cerevisiae is a widely used unicellular eukaryotic model organism in biomedical research. S. cerevisiae contains several evolutionary conserved lysine acetyltransferases and deacetylases. However, only a few dozen acetylation sites in S. cerevisiae are known, presenting a major obstacle for further understanding the regulatory roles of acetylation in this organism. Here we use high resolution mass spectrometry to identify about 4000 lysine acetylation sites in S. cerevisiae. Acetylated proteins are implicated in the regulation of diverse cytoplasmic and nuclear processes including chromatin organization, mitochondrial metabolism, and protein synthesis. Bioinformatic analysis of yeast acetylation sites shows that acetylated lysines are significantly more conserved compared with nonacetylated lysines. A large fraction of the conserved acetylation sites are present on proteins involved in cellular metabolism, protein synthesis, and protein folding. Furthermore, quantification of the Rpd3-regulated acetylation sites identified several previously known, as well as new putative substrates of this deacetylase. Rpd3 deficiency increased acetylation of the SAGA (Spt-Ada-Gcn5-Acetyltransferase) complex subunit Sgf73 on K33. This acetylation site is located within a critical regulatory domain in Sgf73 that interacts with Ubp8 and is involved in the activation of the Ubp8-containing histone H2B deubiquitylase complex. Our data provides the first global survey of acetylation in budding yeast, and suggests a wide-ranging regulatory scope of this modification. The provided dataset may serve as an important resource for the functional analysis of lysine acetylation in eukaryotes.


2012 ◽  
Vol 40 (W1) ◽  
pp. W376-W379 ◽  
Author(s):  
L. Wang ◽  
Y. Du ◽  
M. Lu ◽  
T. Li

2013 ◽  
Vol 200 (3) ◽  
pp. 241-247 ◽  
Author(s):  
Natasha T. Snider ◽  
Jessica M. Leonard ◽  
Raymond Kwan ◽  
Nicholas W. Griggs ◽  
Liangyou Rui ◽  
...  

Lysine acetylation is an important posttranslational modification that regulates microtubules and microfilaments, but its effects on intermediate filament proteins (IFs) are unknown. We investigated the regulation of keratin 8 (K8), a type II simple epithelial IF, by lysine acetylation. K8 was basally acetylated and the highly conserved Lys-207 was a major acetylation site. K8 acetylation regulated filament organization and decreased keratin solubility. Acetylation of K8 was rapidly responsive to changes in glucose levels and was up-regulated in response to nicotinamide adenine dinucleotide (NAD) depletion and in diabetic mouse and human livers. The NAD-dependent deacetylase sirtuin 2 (SIRT2) associated with and deacetylated K8. Pharmacologic or genetic inhibition of SIRT2 decreased K8 solubility and affected filament organization. Inhibition of K8 Lys-207 acetylation resulted in site-specific phosphorylation changes of K8. Therefore, K8 acetylation at Lys-207, a highly conserved residue among type II keratins and other IFs, is up-regulated upon hyperglycemia and down-regulated by SIRT2. Keratin acetylation provides a new mechanism to regulate keratin filaments, possibly via modulating keratin phosphorylation.


2020 ◽  
Vol 18 (2) ◽  
pp. 194-207
Author(s):  
Wanshan Ning ◽  
Haodong Xu ◽  
Peiran Jiang ◽  
Han Cheng ◽  
Wankun Deng ◽  
...  

2018 ◽  
Vol 20 (1) ◽  
pp. 113 ◽  
Author(s):  
Wenzheng Bao ◽  
Bin Yang ◽  
Zhengwei Li ◽  
Yong Zhou

Post-translational modification plays a key role in the field of biology. Experimental identification methods are time-consuming and expensive. Therefore, computational methods to deal with such issues overcome these shortcomings and limitations. In this article, we propose a lysine acetylation site identification with polynomial tree method (LAIPT), making use of the polynomial style to demonstrate amino-acid residue relationships in peptide segments. This polynomial style was enriched by the physical and chemical properties of amino-acid residues. Then, these reconstructed features were input into the employed classification model, named the flexible neural tree. Finally, some effect evaluation measurements were employed to test the model’s performance.


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