Role of plant MicroRNA in cross-species regulatory networks of humans

BackgroundIt has been found that microRNAs (miRNAs) can function as a regulatory factor across species. For example, food-derived plant miRNAs may pass through the gastrointestinal (GI) tract, enter into the plasma and serum of mammals, and interact with endogenous RNAs to regulate their expression. Although this new type of regulatory mechanism is not well understood, it provides a fresh look at the relationship between food consumption and physiology. To investigate this new type of mechanism, we conducted a systematic computational study to analyze the potential functions of these dietary miRNAs in the human body.ResultsIn this paper, we predicted human and plant target genes using RNAhybrid and set some criteria to further filter them. Then we built the cross-species regulatory network according to the filtered targets, extracted central nodes by PageRank algorithm and built core modules. We summarized the functions of these modules to three major categories: ion transport, metabolic process and stress response, and especially some target genes are highly related to ion transport, polysaccharides and the lipid metabolic process. Through functional analysis, we found that human and plants have similar functions such as ion transport and stress response, so our study also indicates the existence of a close link between exogenous plant miRNA targets and digestive/urinary organs.ConclusionsAccording to our analysis results, we suggest that the ingestion of these plant miRNAs may have a functional impact on consuming organisms in a cross-kingdom way, and the dietary habit may affect the physiological condition at a genetic level. Our findings may be useful for discovering cross-species regulatory mechanism in further study.

[1]  D. Eide The molecular biology of metal ion transport in Saccharomyces cerevisiae. , 1998, Annual review of nutrition.

[2]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[3]  N. Crawford,et al.  Cadmium and iron transport by members of a plant metal transporter family in Arabidopsis with homology to Nramp genes. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[4]  The Arabidopsis Genome Initiative Analysis of the genome sequence of the flowering plant Arabidopsis thaliana , 2000, Nature.

[5]  R. R. Samaha,et al.  Arabidopsis transcription factors: genome-wide comparative analysis among eukaryotes. , 2000, Science.

[6]  S. Rhee,et al.  TAIR: a resource for integrated Arabidopsis data , 2002, Functional & Integrative Genomics.

[7]  C. Curie,et al.  IRT1, an Arabidopsis Transporter Essential for Iron Uptake from the Soil and for Plant Growth Article, publication date, and citation information can be found at www.plantcell.org/cgi/doi/10.1105/tpc.001388. , 2002, The Plant Cell Online.

[8]  C. Curie,et al.  Iron transport and signaling in plants. , 2003, Annual review of plant biology.

[9]  R. Giegerich,et al.  Fast and effective prediction of microRNA/target duplexes. , 2004, RNA.

[10]  S. Segerstrom,et al.  Psychological stress and the human immune system: a meta-analytic study of 30 years of inquiry. , 2004, Psychological bulletin.

[11]  Stefan R. Henz,et al.  A gene expression map of Arabidopsis thaliana development , 2005, Nature Genetics.

[12]  Baohong Zhang,et al.  Plant microRNA: a small regulatory molecule with big impact. , 2006, Developmental biology.

[13]  L. Mao,et al.  Evolution of plant microRNA gene families , 2007, Cell Research.

[14]  S. Cohen,et al.  microRNA functions. , 2007, Annual review of cell and developmental biology.

[15]  Jialing Huang,et al.  Cellular microRNAs contribute to HIV-1 latency in resting primary CD4+ T lymphocytes , 2007, Nature Medicine.

[16]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[17]  Vanessa Sperandio,et al.  Inter-kingdom signalling: communication between bacteria and their hosts , 2008, Nature Reviews Microbiology.

[18]  Tao Wang,et al.  PMRD: plant microRNA database , 2009, Nucleic Acids Res..

[19]  Gary D. Bader,et al.  GeneMANIA Cytoscape plugin: fast gene function predictions on the desktop , 2010, Bioinform..

[20]  Ernesto Picardi,et al.  UTRdb and UTRsite (RELEASE 2010): a collection of sequences and regulatory motifs of the untranslated regions of eukaryotic mRNAs , 2009, Nucleic Acids Res..

[21]  Chi Zhang,et al.  TiSGeD: a database for tissue-specific genes , 2010, Bioinform..

[22]  D. Weigel,et al.  MicroRNA networks and developmental plasticity in plants. , 2011, Trends in plant science.

[23]  Johnf . Thompson,et al.  Improving the performance of true single molecule sequencing for ancient DNA , 2012, BMC Genomics.

[24]  Yuanji Zhang,et al.  Analysis of plant-derived miRNAs in animal small RNA datasets , 2012, BMC Genomics.

[25]  William H. Majoros,et al.  Translocation of sickle cell erythrocyte microRNAs into Plasmodium falciparum inhibits parasite translation and contributes to malaria resistance. , 2012, Cell host & microbe.

[26]  Hongwei Liang,et al.  Regulation of mammalian gene expression by exogenous microRNAs , 2012, Wiley interdisciplinary reviews. RNA.

[27]  Lei Chen,et al.  Lactation-Related MicroRNA Expression Profiles of Porcine Breast Milk Exosomes , 2012, PloS one.

[28]  X. Chen,et al.  Exogenous plant MIR168a specifically targets mammalian LDLRAP1: evidence of cross-kingdom regulation by microRNA , 2011, Cell Research.

[29]  H. Vaucheret,et al.  Ingested plant miRNAs regulate gene expression in animals , 2011, Cell Research.

[30]  Allan Kuchinsky,et al.  Mosaic: making biological sense of complex networks , 2012, Bioinform..

[31]  M. Jiang,et al.  Beyond nutrients: Food‐derived microRNAs provide cross‐kingdom regulation , 2012, BioEssays : news and reviews in molecular, cellular and developmental biology.

[32]  Chao Zhang,et al.  NOA: a cytoscape plugin for network ontology analysis , 2013, Bioinform..

[33]  Hsien-Da Huang,et al.  Fungal Small RNAs Suppress Plant Immunity by Hijacking Host RNA Interference Pathways , 2013, Science.

[34]  Hongwei Liang,et al.  New roles for microRNAs in cross-species communication , 2013, RNA biology.

[35]  H. Son,et al.  Categorizer: a tool to categorize genes into user-defined biological groups based on semantic similarity , 2014, BMC Genomics.