miRNA Profiling and Its Role in Multi-Omics Regulatory Networks Connected with Somaclonal Variation in Cucumber (Cucumis sativus L.)

被引:6
作者
Pawelkowicz, Magdalena Ewa [1 ]
Skarzynska, Agnieszka [1 ]
Koter, Marek Daniel [1 ]
Turek, Szymon [1 ]
Plader, Wojciech [1 ]
机构
[1] Warsaw Univ Life Sci, Inst Biol, Dept Plant Genet Breeding & Biotechnol, PL-02776 Warsaw, Poland
关键词
miRNA; sRNA sequencing; sRNA-seq; in vitro culture; cucumber somaclonal variation; regulatory mechanism; SMALL RNA; IN-VITRO; CELL-CULTURES; GENOME; MICRORNAS; ANNOTATION; GENES; IDENTIFICATION; VARIABILITY; SPECTRUM;
D O I
10.3390/ijms23084317
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
The role of miRNAs in connection with the phenomenon of somaclonal variation, which occurs during plant in vitro culture, remains uncertain. This study aims to investigate the possible role of miRNAs in multi-omics regulatory pathways in cucumber somaclonal lines. For this purpose, we performed sRNA sequencing (sRNA-seq) from cucumber fruit samples identified 8, 10 and 44 miRNAs that are differentially expressed between somaclones (S1, S2, S3 lines) and the reference B10 line of Cucumis sativus. For miRNA identification, we use ShortStack software designed to filter miRNAs from sRNAs according to specific program criteria. The identification of predicted in-silico targets revealed 2,886 mRNAs encoded by 644 genes. The functional annotation of miRNA's target genes and gene ontology classification revealed their association with metabolic processes, response to stress, multicellular organism development, biosynthetic process and catalytic activity. We checked with bioinformatic analyses for possible interactions at the level of target proteins, differentially expressed genes (DEGs) and genes affected by genomic polymorphisms. We assume that miRNAs can indirectly influence molecular networks and play a role in many different regulatory pathways, leading to somaclonal variation. This regulation is supposed to occur through the process of the target gene cleavage or translation inhibition, which in turn affects the proteome, as we have shown in the example of molecular networks. This is a new approach combining levels from DNA-seq through mRNA-seq, sRNA-seq and in silico PPI in the area of plants' somaclonal variation.
引用
收藏
页数:23
相关论文
共 83 条
[21]   Interspecies regulation of microRNAs and their targets [J].
Ha, Misook ;
Pang, Mingxiong ;
Agarwal, Vikram ;
Chen, Z. Jeffrey .
BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS, 2008, 1779 (11) :735-742
[22]   TCPs,WUSs, and WINDs: families of transcription factors that regulate shoot meristem formation, stem cell maintenance, and somatic cell differentiation [J].
Ikeda, Miho ;
Ohme-Takagi, Masaru .
FRONTIERS IN PLANT SCIENCE, 2014, 5
[23]   Regenerant Arabidopsis Lineages Display a Distinct Genome-Wide Spectrum of Mutations Conferring Variant Phenotypes [J].
Jiang, Caifu ;
Mithani, Aziz ;
Gan, Xiangchao ;
Belfield, Eric J. ;
Klingler, John P. ;
Zhu, Jian-Kang ;
Ragoussis, Jiannis ;
Mott, Richard ;
Harberd, Nicholas P. .
CURRENT BIOLOGY, 2011, 21 (16) :1385-1390
[24]   Computational identification of plant MicroRNAs and their targets, including a stress-induced miRNA [J].
Jones-Rhoades, MW ;
Bartel, DP .
MOLECULAR CELL, 2004, 14 (06) :787-799
[25]  
Kaeppler S M., 1998, Somaclonal Variation and Induced Mutations in Crop Improvement, V32, P465
[26]   miRNA expression patterns of Triticum dicoccoides in response to shock drought stress [J].
Kantar, Melda ;
Lucas, Stuart J. ;
Budak, Hikmet .
PLANTA, 2011, 233 (03) :471-484
[27]   miRBase: annotating high confidence microRNAs using deep sequencing data [J].
Kozomara, Ana ;
Griffiths-Jones, Sam .
NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) :D68-D73
[28]   Somaclonal variations and their applications in horticultural crops improvement [J].
Krishna, Hare ;
Alizadeh, Mahdi ;
Singh, Dhurendra ;
Singh, Udayvir ;
Chauhan, Nitesh ;
Eftekhari, Maliheh ;
Sadh, Radha Kishan .
3 BIOTECH, 2016, 6 :1-18
[29]   Relationship between somaclonal variation and type of culture in cucumber [J].
Ladyzynski, M ;
Burza, W ;
Malepszy, S .
EUPHYTICA, 2002, 125 (03) :349-356
[30]   SOMACLONAL VARIATION - A NOVEL SOURCE OF VARIABILITY FROM CELL-CULTURES FOR PLANT IMPROVEMENT [J].
LARKIN, PJ ;
SCOWCROFT, WR .
THEORETICAL AND APPLIED GENETICS, 1981, 60 (04) :197-214