Improved prediction of palmitoylation sites using PWMs and SVM.

Abstract:

:Protein palmitoylation is an important and common post-translational lipid modification of proteins and plays a critical role in various cellular processes. Identification of Palmitoylation sites is fundamental to decipher the mechanisms of these biological processes. However, experimental determination of palmitoylation residues without prior knowledge is laborious and costly. Thus computational approaches for prediction of palmitoylation sites in proteins have become highly desirable. Here, we propose PPWMs, a computational predictor using Position Weight Matrices (PWMs) encoding scheme and support vector machine (SVM) for identifying protein palmitoylation sites. Our PPWMs shows a nice predictive performance with the area under the ROC curve (AUC) of 0.9472 for the S-palmitoylation sites prediction and 0.9964 for the N-palmitoylation sites prediction on the newly proposed dataset. Comparison results show the superiority of PPWMs over two existing widely known palmitoylation site predictors CSS-Palm 2.0 and CKSAAP-Palm in many cases. Moreover, an attempt of incorporating structure information such as accessible surface area (ASA) and secondary structure (SS) into prediction is made and the structure characteristics are analyzed roughly. The corresponding software can be freely downloaded from http://math.cau.edu.cn/PPWMs.html.

journal_name

Protein Pept Lett

authors

Li YX,Shao YH,Deng NY

doi

10.2174/092986611794475084

subject

Has Abstract

pub_date

2011-02-01 00:00:00

pages

186-93

issue

2

eissn

0929-8665

issn

1875-5305

pii

BSP/ PPL/ E pub/0239

journal_volume

18

pub_type

杂志文章
  • Phycobiliproteins: A Novel Green Tool from Marine Origin Blue-Green Algae and Red Algae.

    abstract::Marine species are comprising about a half of the whole global biodiversity; the sea offers an enormous resource for novel bioactive compounds. Several of the marine origin species show multifunctional bioactivities and characteristics that are useful for a discovery and/or reinvention of biologically active compounds...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/0929866523666160802160222

    authors: Chandra R,Parra R,Iqbal HM

    更新日期:2017-01-01 00:00:00

  • Crystallization and preliminary x-ray diffraction analysis of three mastoparans.

    abstract::Mastoparans are tetradecapeptides found to be the major component of wasp venoms. These peptides possess a variety of biological activities. Three related mastoparans, mastoparan from Polistes jadwagae (MP-PJ), mastoparanX (MP-X) and its carboxyl-free C-terminal form (MP-X-COO-), were crystallized. X-ray diffraction d...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986606777145896

    authors: Wang F,Liu X,Li H,Lang X,Peng H,Liu S,Jiang T

    更新日期:2006-01-01 00:00:00

  • Prediction of cell wall lytic enzymes using Chou's amphiphilic pseudo amino acid composition.

    abstract::Discriminating cell wall lytic enzymes from non lytic enzymes is a very important task for curing bacterial infections. In this paper, based on Chou's amphiphilic pseudo amino acid composition, we develop fisher-discriminant based classifier to predict cell wall lytic enzymes. Experiments show that 66.7% sensitivity w...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986609787848045

    authors: Ding H,Luo L,Lin H

    更新日期:2009-01-01 00:00:00

  • Renin-Angiotensin System in Diabetes.

    abstract::The renin-angiotensin system (RAS) has two different axes, the classical one with the effector peptide angiotensin II and the new one with the effector peptide angiotensin (1-7). Both peptides have been shown to be involved in the pathogenesis of diabetes mellitus and its consequences, nephropathy, retinopathy and car...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/0929866524666170728144357

    authors: Rein J,Bader M

    更新日期:2017-11-17 00:00:00

  • Therapeutic proteins: A to Z.

    abstract::In recent years, therapeutic proteins have become an important growing class of drugs in the pharmaceutics industry. The development of recombinant DNA technology has caused to appreciation of therapeutic value of many proteins and peptides in medicine. Currently, approximately 100 therapeutic proteins obtained approv...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/092986652012131112125148

    authors: Ozgur A,Tutar Y

    更新日期:2013-12-01 00:00:00

  • Biochemical characterization of a new maize (Zea mays L.) peptide growth factor.

    abstract::Coordination of cell growth and cell division is very important for living organisms in order for these to develop harmonically. The present research is concerned with the purification and characterization of a new peptide hormone, namely ZmIGF (Zea mays insulin-like growth factor), which regulates growth and cell div...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986611794328636

    authors: Rodríguez-López CD,Rodríguez-Romero A,Aguilar R,de Jiménez ES

    更新日期:2011-01-01 00:00:00

  • Purification and partial characterization of a new pro-inflammatory lectin from Bauhinia bauhinioides Mart (Caesalpinoideae) seeds.

    abstract::A new galactose-specific lectin, named BBL, was purified from seeds of Bauhinia bauhinioides by precipitation with ammonium sulfate, followed by two steps of ion exchange chromatography. BBL haemagglutinated rabbit erythrocytes (native and treated with proteolytic enzymes) showing stability even after exposure to 60 °...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986611794653987

    authors: Silva HC,Bari AU,Pereira-Jénior FN,Simões RC,Barroso-Neto IL,Nobre CB,Pereira MG,Nascimento KS,Rocha BA,Delatorre P,Nagano CS,Assreuy AM,Cavada BS

    更新日期:2011-04-01 00:00:00

  • Heterogeneous Nuclear Ribonucleoprotein A2/B1 as a Target Antigen in Han Chinese for BD Patients.

    abstract::Behcet's disease (BD) is a recurrent pathema with a typical symptom of inflammation involved in many organs. Previous report indicated that the serum of Korean patients with BD stimulates membrane expression of hnRNP A2/B1 in endothelial cells. In this study, the target 35 kDa recombinant human hnRNP A2/B1 were over-e...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866522666150428121442

    authors: Liang J,Yang W,Meng X,Chen P,Du H

    更新日期:2015-01-01 00:00:00

  • Brown recluse spider venom: proteomic analysis and proposal of a putative mechanism of action.

    abstract::Loxosceles intermedia spider venom was subjected to proteomic analysis through a MudPIT shot-gun approach to identify the protein composition. Were identified 39 proteins which seem to responsible by the lesion of different types of tissues, to some physiopathological actions and by the prevention of structural damage...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986609788923383

    authors: dos Santos LD,Dias NB,Roberto J,Pinto AS,Palma MS

    更新日期:2009-01-01 00:00:00

  • Spectroscopy and Molecular Modeling Study on Binding of Nickel Phthalocyanine to Human Serum Albumin.

    abstract::The interaction of nickel tetra sulfunated phthalocyanine( NiTSPc) with human serum albumin (HSA), in 20 mM phosphate buffer pH 7.4 was investigated using advanced techniques including fluorescence, synchronous fluorescence, Fourier transform infrared (FT-IR), circular dichroism (CD) spectroscopy and molecular docking...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866523666160719101707

    authors: Dezhampanah H,Firouzi R,Hasani L

    更新日期:2016-01-01 00:00:00

  • Rational and random strategies for the mimicry of discontinuous protein binding sites.

    abstract::The high technical standard of current peptide chemistry, which has evolved over the past three decades, has profoundly facilitated the investigation of proteins and their interactions with other molecules at the level of individual amino acids. Using currently available peptide synthesis methods, sequentially continu...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/0929866043406931

    authors: Eichler J

    更新日期:2004-08-01 00:00:00

  • Characterization of a Thermostable Uricase Isolated from Bacillus firmus DWD-33 and its Application for Uric Acid Quantification in Human Serum.

    abstract::A thermostable uricase identified in Bacillus firmus DWD-33, which was isolated for the first time from soil, with an apparent molecular weight of 33.5 kDa was stable against oxidants and SDS. The highest expression yields were obtained in medium containing 0.8% maltose and 1.2% soybean powder as carbon and nitrogen s...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986652205150509213536

    authors: Kotb E

    更新日期:2015-01-01 00:00:00

  • A designed beta-hairpin forming peptide undergoes a consecutive stepwise process for self-assembly into nanofibrils.

    abstract::We used a de novo designed, beta-hairpin forming T1 peptide as a model to investigate the kinetics of peptide fibrogenesis by a combination of light scattering (LS), circular dichroism (CD), fluorescence, and atomic force microscopy (AFM). The results demonstrate that the T1 fibrogenesis undergoes a consecutive stepwi...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986610790963690

    authors: Wang C,Sha Y

    更新日期:2010-04-01 00:00:00

  • Cm38: a new antimicrobial peptide active against Klebsiella pneumoniae is homologous to Cn11.

    abstract::Antimicrobial peptides (AMPs) represent a large and ubiquitous group of peptides. The current crisis in antibiotic therapy has led to an intensified search for new antimicrobial agents. In this regard, scorpion venom constitutes a rich source of biologically active peptides including AMPs. In the present study, the pu...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986652202150128143048

    authors: Dueñas-Cuellar RA,Kushmerick C,Naves LA,Batista IF,Guerrero-Vargas JA,Pires OR Jr,Fontes W,Castro MS

    更新日期:2015-01-01 00:00:00

  • Prediction of rat protein subcellular localization with pseudo amino acid composition based on multiple sequential features.

    abstract::The study of rat proteins is an indispensable task in experimental medicine and drug development. The function of a rat protein is closely related to its subcellular location. Based on the above concept, we construct the benchmark rat proteins dataset and develop a combined approach for predicting the subcellular loca...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986611795222768

    authors: Shi R,Xu C

    更新日期:2011-06-01 00:00:00

  • Physiological State Dictates the Proteasomal-Mediated Purging of Misfolded Protein Fragments.

    abstract::A pivotal feature that underlies the development of neurodegeneration is the accumulation of protein aggregates. In response, eukaryotic cells have evolved sophisticated quality control mechanisms to identify, repair and/or eliminate the misfolded abnormal proteins. Chaperones identify any otherwise abnormal conformat...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866526666191026111951

    authors: Eldeeb MA,Ragheb MA,Esmaili M,Hussein F

    更新日期:2020-01-01 00:00:00

  • A solution study of the interaction of the Cu(II) ions with HisGlyGlyTrp tetrapeptide and its evaluation as superoxide dismutase mimetic complex.

    abstract::The superoxide anion radical is a highly reactive toxic species produced during the metabolic processes. A number of copper (II) complexes with amino acids and peptides are known to show superoxide dismutase (SOD) like activity. The design and application of synthetic low molecular weight metal complexes as SOD mimics...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986611797642724

    authors: Singh RK,Srivastava VC,Singh UP

    更新日期:2011-12-01 00:00:00

  • A Comparative Study of the Antimicrobial and Structural Properties of Short Peptides and Lipopeptides Containing a Repetitive Motif KLFK.

    abstract:BACKGROUND:In the last years, Antimicrobial Peptides (AMPs) and lipopeptides have received attention as promising candidates to treat infections caused by resistant microorganisms. OBJECTIVE:The main objective of this study was to investigate the effect of repetitive KLFK motifs and the attachment of aliphatic acids t...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866526666181208144629

    authors: Húmpola MV,Rey MC,Spontón PG,Simonetta AC,Tonarelli GG

    更新日期:2019-01-01 00:00:00

  • Mapping and annotating obesity-related genes in pig and human genomes.

    abstract::Background. Obesity is a major health problem in both developed and emerging countries. Obesity is a complex disease whose etiology involves genetic factors in strong interplay with environmental determinants and lifestyle. The discovery of genetic factors and biological pathways underlying human obesity is hampered b...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/09298665113209990053

    authors: Martelli PL,Fontanesi L,Piovesan D,Fariselli P,Casadio R

    更新日期:2014-01-01 00:00:00

  • Red blood cell-encapsulated L-asparaginase: potential therapy of patients with asparagine synthetase deficient acute myeloid leukemia.

    abstract::Red blood cell (RBC) encapsulated L-asparaginase is a novel therapeutic for the treatment of asparagine auxotrophic malignancies. The enzyme-loaded red blood cells function as bioreactors to deplete bloodstream substrate. This delivery system provides improved pharmacodynamics with protection from circulating proteoly...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:

    authors: Agrawal V,Woo JH,Borthakur G,Kantarjian H,Frankel AE

    更新日期:2013-04-01 00:00:00

  • Bromein, a Bromelain Inhibitor from Pineapple Stem: Structural and Functional Characteristics.

    abstract::Bromelain inhibitor, "bromein", is a proteinase-inhibitor specific to the cysteine proteinase bromelain from pineapple stem. In the stem, eight bromein isoforms are known to exist, and each isoform has a short peptide (light chain) and a long one (heavy chain) with five disulfide bonds. The three-dimensional structure...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/0929866525666180821115432

    authors: Hatano KI,Takahashi K,Tanokura M

    更新日期:2018-01-01 00:00:00

  • Antimicrobial and Antibiofilm Activity of Lys-[Trp6]hy-a1 Combined with Ciprofloxacin Against Gram-Negative Bacteria.

    abstract:BACKGROUND:Ciprofloxacin (Cip) is the most commonly used quinolone in clinical practice; however large-scale use has favored the increase of multiresistant pathogenic microorganisms. Antimicrobial peptides (AMPs) appear to be a promising alternative in potentiating these conventional drugs. OBJECTIVE:The aim of this s...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866527666200416145549

    authors: Carneiro VA,de Oliveira ST,Silva RL,de Sousa Duarte H,Silva ML,Matos MNC,Cavalcante RMB,Figueira CS,Lorenzón EN,Cilli EM,da Cunha RMS

    更新日期:2020-01-01 00:00:00

  • Are oblique orientated alpha-helices used by antimicrobial peptides for membrane invasion?

    abstract::Oblique orientated alpha-helices are highly specialised protein structural elements that penetrate membranes at a shallow angle and are used to promote membrane destabilisation by a number of protein classes. Here, the use of extended hydrophobic moment methodology shows that the amphibian extrudates, aurein 1.2 and c...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866053406039

    authors: Dennison SR,Harris F,Phoenix DA

    更新日期:2005-01-01 00:00:00

  • Predicting protein fold types by the general form of Chou's pseudo amino acid composition: approached from optimal feature extractions.

    abstract::Identification on protein folding types is always based on the 27-class folds dataset, which was provided by Ding & Dubchak in 2001. But with the avalanche of protein sequences, fold data is also expanding, so it will be the inevitable trend to improve the existing dataset and expand more folding types. In this paper,...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986612799789378

    authors: Liu L,Hu XZ,Liu XX,Wang Y,Li SB

    更新日期:2012-04-01 00:00:00

  • Phylogenetic approach for inferring the origin and functional evolution of bacterial ADP-ribosylation superfamily.

    abstract::Bacterial ADP-ribosyltransferases (BADPRTs) are extensively contributed to determine the strain-specific virulence state and pathogenesis in human hosts. Understanding molecular evolution and functional diversity of the BADPRTs is an important standpoint to describe the fundamental behind in the vaccine designing for ...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866511320090012

    authors: Chellapandi P,Sakthishree S,Bharathi M

    更新日期:2013-09-01 00:00:00

  • Protein-protein interactions in membranes.

    abstract::In this article we review the current status of our understanding of membrane mediated interactions from theory and experiment. Phenomenological mean field and molecular models will be discussed and compared to recent experimental results from dynamical neutron scattering and atomic force microscopy. ...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/092986611794653941

    authors: Armstrong CL,Sandqvist E,Rheinstädter MC

    更新日期:2011-04-01 00:00:00

  • Crystal structure of bucain, a three-fingered toxin from the venom of the Malayan krait (Bungarus candidus).

    abstract::Bucain, a potent neurotoxin isolated from the venom of the Malayan krait (Bungarus candidus), induces paralysis and death. Its crystal structure has been determined at 2.10 A resolution and based on the molecular topology and hydrophobicity profile is structurally classified as a three-fingered alpha-neurotoxin posses...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/092986609789839304

    authors: Murakami MT,Kini RM,Arni RK

    更新日期:2009-01-01 00:00:00

  • Life cycle of yeast prions: propagation mediated by amyloid fibrils.

    abstract::Currently, prion phenomena have been detected in various organisms, in addition to mammals affected by transmissible spongiform encephalopathies. In the budding yeast Saccharomyces cerevisiae, various proteins have prion properties and adopt atypical phenotypes as genetic elements, such as the Sup35 and Ure2 proteins,...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/092986609787601796

    authors: Inoue Y

    更新日期:2009-01-01 00:00:00

  • Protein production by stationary phase induction (SPI).

    abstract::An alternative method for expressing the recombinant proteins in Escherichia coli is proposed. Unlike the ordinary induction protocol where the cells in the early- to mid-log phase are induced for the protein production, this alternative protocol utilizes the cells in the stationary phase. By using a glutathione S-tra...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章

    doi:10.2174/0929866033478861

    authors: Chae YK,Cho KS,Chun W,Lee K

    更新日期:2003-08-01 00:00:00

  • Intrinsic disorder in the core proteins of flaviviruses.

    abstract::Hepatitis C virus and related viruses in the Flaviviridae family (such as dengue virus, yellow fever virus or West Nile virus) are amongst the most important human pathogens, causing substantial morbidity and mortality world-wide. The production of viral progeny in Flaviviridae is orchestrated by the small, multifunct...

    journal_title:Protein and peptide letters

    pub_type: 杂志文章,评审

    doi:10.2174/092986610791498911

    authors: Ivanyi-Nagy R,Darlix JL

    更新日期:2010-08-01 00:00:00