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    Nphos: Database and Predictor of Protein N-phosphorylation.
    (Oxford University Press, 2024-04-10) Zhao M-X; Ding R-F; Chen Q; Meng J; Li F; Fu S; Huang B; Liu Y; Ji Z-L; Zhao Y; Xue Y
    Protein N-phosphorylation is widely present in nature and participates in various biological processes. However, current knowledge on N-phosphorylation is extremely limited compared to that on O-phosphorylation. In this study, we collected 11,710 experimentally verified N-phosphosites of 7344 proteins from 39 species and subsequently constructed the database Nphos to share up-to-date information on protein N-phosphorylation. Upon these substantial data, we characterized the sequential and structural features of protein N-phosphorylation. Moreover, after comparing hundreds of learning models, we chose and optimized gradient boosting decision tree (GBDT) models to predict three types of human N-phosphorylation, achieving mean area under the receiver operating characteristic curve (AUC) values of 90.56%, 91.24%, and 92.01% for pHis, pLys, and pArg, respectively. Meanwhile, we discovered 488,825 distinct N-phosphosites in the human proteome. The models were also deployed in Nphos for interactive N-phosphosite prediction. In summary, this work provides new insights and points for both flexible and focused investigations of N-phosphorylation. It will also facilitate a deeper and more systematic understanding of protein N-phosphorylation modification by providing a data and technical foundation. Nphos is freely available at http://www.bio-add.org/Nphos/ and http://ppodd.org.cn/Nphos/.
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    Multiple QTL underlie milk phenotypes at the CSF2RB locus.
    (BioMed Central Ltd, 2019-01-24) Lopdell TJ; Tiplady K; Couldrey C; Johnson TJJ; Keehan M; Davis SR; Harris BL; Spelman RJ; Snell RG; Littlejohn MD
    Background Over many years, artificial selection has substantially improved milk production by cows. However, the genes that underlie milk production quantitative trait loci (QTL) remain relatively poorly characterised. Here, we investigate a previously reported QTL located at the CSF2RB locus on chromosome 5, for several milk production phenotypes, to better understand its underlying genetic and molecular causes. Results Using a population of 29,350 taurine dairy cows, we conducted association analyses for milk yield and composition traits, and identified highly significant QTL for milk yield, milk fat concentration, and milk protein concentration. Strikingly, protein concentration and milk yield appear to show co-located yet genetically distinct QTL. To attempt to understand the molecular mechanisms that might be mediating these effects, gene expression data were used to investigate eQTL for 11 genes in the broader interval. This analysis highlighted genetic impacts on CSF2RB and NCF4 expression that share similar association signatures to those observed for lactation QTL, strongly implicating one or both of these genes as responsible for these effects. Using the same gene expression dataset representing 357 lactating cows, we also identified 38 novel RNA editing sites in the 3′ UTR of CSF2RB transcripts. The extent to which two of these sites were edited also appears to be genetically co-regulated with lactation QTL, highlighting a further layer of regulatory complexity that involves the CSF2RB gene. Conclusions This locus presents a diversity of molecular and lactation QTL, likely representing multiple overlapping effects that, at a minimum, highlight the CSF2RB gene as having a causal role in these processes.
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    ATM and p400 : characterisation of a novel interaction between a DNA repair enzyme and a chromatin remodeler : a thesis presented to Massey University in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Biochemistry
    (Massey University, 2014) Smith, Rebecca Jane
    The ability to maintain genomic integrity prevents unrestricted cell proliferation and the progression of cancer. DNA repair pathways such as the DNA double-strand break (DSB) response are essential in maintaining this integrity. This system requires activation of the serine/threonine kinase ataxia telangiectasia mutated (ATM) through acetylation by TIP60, a histone acetyl transferase, and subsequent ATM autophosphorylation. During DNA repair, activated ATM phosphorylates the histone variant H2AX several kilobases either side of the break site. This phosphorylation acts a signal for additional repair proteins and chromatin remodeling complexes which repairs DNA. In a previous study, H2AX phosphorylation was induced through the over expression of TIP60 or the SWI3-ADA2-N-CoR-TFIIIB (SANT) domain of p400. It was hypothesised that over expressed TIP60 or SANT domain was able to sequester a putative negative regulator from the ATM-TIP60 complex and artificially induce activation. This study aimed to investigate if a single domain of TIP60 or if a single helix from the three helix SANT domain was responsible for the activation of the ATM-TIP60 complex. Here, the ability of the chromo domain and zinc domain of TIP60 individually and the combined zincHat domain of TIP60 to induce H2AX phosphorylation as well as three helix deletion mutants of the SANT domain of p400 was examined. While all constructs were able to be expressed in human cell lines, the induction of H2AX was variable and non-reproducible. ATM belongs to the phosphatidylinositol 3-kinase-related kinase family (PIKK). Members of the PIKK family show domain homology, where the domain of one protein is replaced with the homologous domain of another member and the function of the protein is not altered. As p400 has been previously shown to interact with TIP60 and also Transformation/transcription domain-associated protein (TRRAP), a member of the PIKK family, it was hypothesised that p400 could interact with ATM (which also interacts with TIP60). This study confirms this novel interaction between ATM and p400 through the use of co-immunoprecipitation and protein localisation using confocal microscopy. This study provides a platform to further investigate the involvement of an ATM-p400 complex during DNA repair.