home > bioproject > PRJDB1666
identifier PRJDB1666
type bioproject
sameAs
organism asterids
title A bioinformatics approach to distinguish plant parasite and hosttranscriptomes in interface tissue by classifying RNA-Seq reads
description The genus Cuscuta is a group of parasitic plants that are distributedworld-wide. The process of parasitization starts with a Cuscuta plantcoiling around the host stem, and then haustorial organs establish apermanent vascular connection allowing for access to the phloem content. Thehost and the parasite form new cellular connections, suggesting coordinationof developmental and biochemical processes. Simultaneous monitoring of geneexpression in the parasite’s and host’s tissues may shed light on thecomplex events occurring between the parasitic and host cells and may helpto overcome experimental limitation (i.e. how to separate host tissue fromCuscuta tissue at the haustorial connection). An alternative approach is touse bioinformatic analysis to classify sequencing reads as either belongingto the host or to the parasite and to characterize the expression patterns.Owing to the lack of a comprehensive genomic dataset from Cuscuta spp., sucha classification has not been performed previously. We first performed dissection of RNA-Seq reads from an interface regionbetween a non-model parasitic plant and a non-model host plant, Cuscutajaponica and Impatiens balsamina. Without established reference sequences,we classified reads into either of the plants by stepwise similarity searchagainst de novo assembled transcript set of themselves, unigene sets of thesame genus, and cDNA sequences of the same family, and then assembled denovo transcriptomes. We assessed the quality of the classification bymapping a given read to contigs of both plants, achieving amisclassification rate low enough (0.22-0.39%) to be used reliably for theanalysis of differential gene expression. We then applied the readdissection method to RNA-Seq data from the interface between a non-modelparasitic plant and a model host plant, C. japonica and Glycine max.Analysis of gene expression profiles at 5 parasitizing stages revealeddifferentially expressed genes from both C. japonica and G. max, anduncovered coordination of cellular processes between the two plants. We demonstrated that reliable identification of differentially expressedtranscripts in undissected interface region of the parasite-host associationis feasible and informative with respect to differential-expressionpatterns.
data type Transcriptome or Gene Expression
publication
properties 
{...}
dbXrefs
sra-run  DRR021687DRR021688DRR021689DRR030860DRR030861DRR030862DRR030863DRR030864
sra-submission  DRA002408DRA003114
sra-analysis  DRZ003178DRZ003179DRZ006815
biosample  SAMD00017755SAMD00017756SAMD00017757SAMD00026233SAMD00026234SAMD00026235SAMD00026236SAMD00026232
sra-study  DRP003055
sra-sample  DRS026719DRS026720DRS026721DRS041659DRS041660DRS041661DRS041662DRS041658
sra-experiment  DRX019827DRX019828DRX019829DRX027870DRX027871DRX027872DRX027873DRX027874
distribution JSONJSON-LD
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status public
visibility unrestricted-access
dateCreated 2014-03-11T09:06:40+09:00
dateModified 2016-03-11T13:16:58+09:00
datePublished 2016-03-11T13:16:57+09:00