Predicting Amyloidogenic Proteins in the Proteomes of Plants

被引:27
作者
Antonets, Kirill S. [1 ,2 ]
Nizhnikov, Anton A. [1 ,2 ]
机构
[1] All Russia Res Inst Agr Microbiol, Lab Prote Supra Organismal Syst, Podbelskogo Sh 3, St Petersburg 196608, Russia
[2] St Petersburg State Univ, Dept Genet & Biotechnol, Univ Skaya Nab 7-9, St Petersburg 199034, Russia
基金
俄罗斯科学基金会;
关键词
amyloid; Waltz; SARP; plant; prion; seed storage protein; proteomics; compositionally biased region; amyloidogenic region; PAIRED HELICAL FILAMENTS; SEQUENCE DETERMINANTS; PRIONS; PEPTIDE; YEAST; IDENTIFICATION; FIBRILS; HISTORY; DISEASE; GENE;
D O I
10.3390/ijms18102155
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Amyloids are protein fibrils with characteristic spatial structure. Though amyloids were long perceived to be pathogens that cause dozens of incurable pathologies in humans and mammals, it is currently clear that amyloids also represent a functionally important form of protein structure implicated in a variety of biological processes in organisms ranging from archaea and bacteria to fungi and animals. Despite their social significance, plants remain the most poorly studied group of organisms in the field of amyloid biology. To date, amyloid properties have only been demonstrated in vitro or in heterologous systems for a small number of plant proteins. Here, for the first time, we performed a comprehensive analysis of the distribution of potentially amyloidogenic proteins in the proteomes of approximately 70 species of land plants using the Waltz and SARP (Sequence Analysis based on the Ranking of Probabilities) bioinformatic algorithms. We analyzed more than 2.9 million protein sequences and found that potentially amyloidogenic proteins are abundant in plant proteomes. We found that such proteins are overrepresented among membrane as well as DNA- and RNA-binding proteins of plants. Moreover, seed storage and defense proteins of most plant species are rich in amyloidogenic regions. Taken together, our data demonstrate the diversity of potentially amyloidogenic proteins in plant proteomes and suggest biological processes where formation of amyloids might be functionally important.
引用
收藏
页数:21
相关论文
共 81 条
[1]   Breaking the amyloidogenicity code: Methods to predict amyloids from amino acid sequence [J].
Ahmed, Abdullah B. ;
Kajava, Andrey V. .
FEBS LETTERS, 2013, 587 (08) :1089-1095
[2]   A Systematic Survey Identifies Prions and Illuminates Sequence Features of Prionogenic Proteins [J].
Alberti, Simon ;
Halfmann, Randal ;
King, Oliver ;
Kapila, Atul ;
Lindquist, Susan .
CELL, 2009, 137 (01) :146-158
[3]  
Alexa A., 2010, R PACKAGE VERSION 22
[4]   Amyloids and prions in plants: Facts and perspectives [J].
Antonets, K. S. ;
Nizhnikov, A. A. .
PRION, 2017, 11 (05) :300-312
[5]   Proteomic analysis of Escherichia coli protein fractions resistant to solubilization by ionic detergents [J].
Antonets, K. S. ;
Volkov, K. V. ;
Maltseva, A. L. ;
Arshakian, L. M. ;
Galkin, A. P. ;
Nizhnikov, A. A. .
BIOCHEMISTRY-MOSCOW, 2016, 81 (01) :34-46
[6]   SARP: A Novel Algorithm to Assess Compositional Biases in Protein Sequences [J].
Antonets, Kirill S. ;
Nizhnikov, Anton A. .
EVOLUTIONARY BIOINFORMATICS, 2013, 9 :263-273
[7]   Properties of Gluten Intolerance: Gluten Structure, Evolution, Pathogenicity and Detoxification Capabilities [J].
Balakireva, Anastasia V. ;
Zamyatnin, Andrey A., Jr. .
NUTRIENTS, 2016, 8 (10)
[8]   WALTZ-DB: a benchmark database of amyloidogenic hexapeptides [J].
Beerten, Jacinte ;
Van Durme, Joost ;
Gallardo, Rodrigo ;
Capriotti, Emidio ;
Serpell, Louise ;
Rousseau, Frederic ;
Schymkowitz, Joost .
BIOINFORMATICS, 2015, 31 (10) :1698-1700
[9]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[10]   Hevea brasiliensis prohevein possesses a conserved C-terminal domain with amyloid-like properties in vitro [J].
Berthelot, Karine ;
Lecomte, Sophie ;
Coulary-Salin, Benedicte ;
Bentaleb, Ahmed ;
Peruch, Frederic .
BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS, 2016, 1864 (04) :388-399