Literature DB >> 28516036

Transcriptome analysis of Carica papaya embryogenic callus upon De-etiolated 1 (DET1) gene suppression.

Diyana Jamaluddin1, Normah Mohd Noor1, Hoe-Han Goh1.   

Abstract

Papaya is considered to be one of the most nutritional fruits. It is rich in vitamins, carotenoids, flavonoids and other phytonutrient which function as antioxidant in our body [1]. Previous studies revealed that the suppression of a negative regulator gene in photomorphogenesis, De-etiolated 1 (DET1) can improve the phytonutrient in tomato and canola without affecting the fruit quality [2], [3]. This report contains the experimental data on high-throughput 3' mRNA sequencing of transformed papaya callus upon DET1 gene suppression.

Entities:  

Keywords:  3′ mRNA sequencing; DET1; Embryogenic callus; Photomorphogenesis; QuantSeq

Year:  2017        PMID: 28516036      PMCID: PMC5426029          DOI: 10.1016/j.gdata.2017.05.004

Source DB:  PubMed          Journal:  Genom Data        ISSN: 2213-5960


Specifications

Direct link to deposited data

http://www.ncbi.nlm.nih.gov/sra/SRX2060181 http://www.ncbi.nlm.nih.gov/sra/SRX2060182 http://www.ncbi.nlm.nih.gov/sra/SRX2060183 http://www.ncbi.nlm.nih.gov/sra/SRX1816058

Value of the data

Provide the first transcriptome data of C. papaya embryogenic callus upon DET1 gene suppression. The present dataset is valuable for the identification of the genes which response to DET1 gene suppression. This information will be useful for better understanding on the relationship between photomorphogenesis and secondary metabolite biosynthesis.

Data

Data reported here describes the comparison of C. papaya embryogenic callus obtained from four transformed calli (TC1, TC3, TC4 and TC5). DET1 gene expression was successfully down-regulated in TC3 and TC5 (suppression line) while TC1 and TC4 had similar DET1 gene expression as in control calli (escapes). This transcriptomic dataset was generated by QuantSeq 3′ mRNA sequencing [4] of cDNA prepared from RNA extracts of Agrobacterium-transformed papaya callus for both suppression and escape samples. The raw sequence data for transcript quantification and DEG analysis were deposited into the NCBI SRA database and can be accessed according to the links provided above.

Experimental design, materials and methods

Plant materials

Agrobacterium-mediated transformation using pHELLSGATE vector containing hairpin DET1 construct (hpDET1 through Gateway cloning using PCR product of primers 5′-CACCGAGGTGCATTAAGAACAAAGC-3′ and 5′-TGCCGGTCCAATGCAGAAAT-3′) were conducted to suppress DET1 gene expression in 4 weeks old embryogenic calli of C. papaya. RT-qPCR was performed to verify the expression of DET1 gene upon hpDET1 suppression showed that DET1 gene expression was suppressed in TC3 (SRX2060182) and TC5 (SRX1816058) compared to TC1 (SRX2060181) and TC4 (SRX2060183) which showed normal DET1 gene expression level similar to non-transformed callus.

RNA isolation

RNA from calli showing suppressed (TC3 & TC5) and normal (TC1 & TC4) DET1 gene expression and was extracted using TRIzol (Invitrogen) according to manufacturer's instruction. RNA purity and integrity was measured using the ND-1000 Nanodrop spectrophotometer (Thermo Fisher Scientific Inc., USA) and Agilent 2100 bioanalyzer (Agilent Technologies, USA), respectively.

Library construction and QuantSeq 3′ mRNA sequencing

RNA samples were cleaned using the DNAse I kit according to the Rapid out removal DNA kit instruction (Thermoscientific) and converted into cDNA by using the QuantSeq 3′ mRNA-Seq Reverse (REV) Library Prep Kit (Lexogen) according to manufacturer's instruction to generate compatible libraries for Illumina sequencing. cDNA libraries were assessed using a TapeStation (Agilent Technologies, USA) before 100 bp single end sequencing using a Illumina HiSeq 2500 system at the Australian Genome Research Facility (AGRF) based on standard protocols.

Transcriptome analysis

Raw sequencing reads (FASTQ) from calli of suppressed (TC3 & TC5) and normal (TC1 & TC4) DET1 expression were processed individually to remove low quality sequences (QV < 10 of 4-base sliding window) and unknown sequences with ‘N’ using Trimmomatic [5]. To quantify transcript abundance, the processed reads (FASTA) were mapped to papaya genome reference version Cpapaya_113 (http://www.plantgdb.org/CpGDB/). The mapping (Table 1) was performed using bowtie2 [6] with stringent “end-to-end” alignment and all other parameters were set to default values according to recommended data analysis workflow by Lexogen (http://www.lexogen.com/quantseqdataanalysis). Transcript abundance in count per million (CPM) were determined using eXpress [7] followed by differentially expressed gene (DEG) analysis using edgeR [8] based on the following cut-off parameters: P < 0.001, FDR < 0.05 and Log2 | Fold Change |>2. This results in the identification of 439 DEGs.
Table 1

Statistics on Carica papaya QuantSeq sequencing.

SampleRaw readsProcessed reads% mapped to reference genome
TC16,853,4083,931,66443.3
TC34,448,5833,222,94058.8
TC47,281,9865,566,77563.6
TC56,542,2394,879,74958.3
Statistics on Carica papaya QuantSeq sequencing.
Organism/cell line/tissueCarica papaya var. Sekaki embryogenic calli
SexNot applicable
Sequencer or array typeIllumina HiSeq 2500 system
Data formatRaw (FASTQ) sequences
Experimental factorsRNA used for library preparation and sequencing was isolated from embryogenic calli of C. papaya upon the suppression of DET1 gene using Agrobacterium-mediated transformation compared to control calli
Experimental featuresRNA-seq data was obtained from 3′ mRNA sequencing to estimate gene abundance in count per million (CPM) which represents the expression level of each transcript
ConsentNot applicable
Sample source locationBangi, Malaysia
  6 in total

1.  Fast gapped-read alignment with Bowtie 2.

Authors:  Ben Langmead; Steven L Salzberg
Journal:  Nat Methods       Date:  2012-03-04       Impact factor: 28.547

2.  Fruit-specific RNAi-mediated suppression of DET1 enhances carotenoid and flavonoid content in tomatoes.

Authors:  Ganga Rao Davuluri; Ageeth van Tuinen; Paul D Fraser; Alessandro Manfredonia; Robert Newman; Diane Burgess; David A Brummell; Stephen R King; Joe Palys; John Uhlig; Peter M Bramley; Henk M J Pennings; Chris Bowler
Journal:  Nat Biotechnol       Date:  2005-06-12       Impact factor: 54.908

3.  RNAi-mediated suppression of DET1 alters the levels of carotenoids and sinapate esters in seeds of Brassica napus.

Authors:  Shu Wei; Xiang Li; Margaret Y Gruber; Rong Li; Rong Zhou; Alireza Zebarjadi; Abdelali Hannoufa
Journal:  J Agric Food Chem       Date:  2009-06-24       Impact factor: 5.279

4.  Streaming fragment assignment for real-time analysis of sequencing experiments.

Authors:  Adam Roberts; Lior Pachter
Journal:  Nat Methods       Date:  2012-11-18       Impact factor: 28.547

5.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Authors:  Mark D Robinson; Davis J McCarthy; Gordon K Smyth
Journal:  Bioinformatics       Date:  2009-11-11       Impact factor: 6.937

6.  Trimmomatic: a flexible trimmer for Illumina sequence data.

Authors:  Anthony M Bolger; Marc Lohse; Bjoern Usadel
Journal:  Bioinformatics       Date:  2014-04-01       Impact factor: 6.937

  6 in total
  1 in total

1.  Transcriptome-wide effect of DE-ETIOLATED1 (DET1) suppression in embryogenic callus of Carica papaya.

Authors:  Nur Diyana Jamaluddin; Emelda Rosseleena Rohani; Normah Mohd Noor; Hoe-Han Goh
Journal:  J Plant Res       Date:  2019-01-16       Impact factor: 2.629

  1 in total

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