TRANSCRYPTOMIC ANALYSIS OF THE EFFECT OF 1.25% CHITOSAN COATING ON LECTIN GENE EXPRESSION IN CAVENDISH BANANA FRUIT (MUSA ACUMINATA, AAA)
Bananas contain lectins, which are proteins that have a binding domain on carbohydrate. The unique lectin in bananas is the banana lectin (BanLec) which is able to recognize mannose. One type of banana that has the potential as a source of lectins is the Cavendish banana abundant availability in...
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Format: | Final Project |
Language: | Indonesia |
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Online Access: | https://digilib.itb.ac.id/gdl/view/55412 |
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Institution: | Institut Teknologi Bandung |
Language: | Indonesia |
Summary: | Bananas contain lectins, which are proteins that have a binding domain on
carbohydrate. The unique lectin in bananas is the banana lectin (BanLec) which is able to recognize
mannose. One type of banana that has the potential as a source of lectins is the Cavendish banana
abundant availability in Indonesia. The results of research conducted by other researchers have
indicating that the specific biosynthetic pathways of lectins are not yet known, the concentrations of lectins generally are
at low levels, and lectin expression can be triggered by inducing factors. One compound
The inducer that can be used to increase lectin levels is chitosan. On research
Previously, chitosan could increase lectin levels in the chloroplast membrane of tobacco leaves. By
Therefore, this study used transcriptomics data from the results of previous studies on
Cavendish bananas coated with chitosan with accession number SRP227182 in Sequence Read
NCBI Archive (SRA) to study the effect of chitosan on the expression of lectin genes. Objective
This study is to compare the expression levels of lectin genes in Cavendish bananas
coated and not coated with 1.25% chitosan on fruit skin using a transcriptomics approach. Sample
The raw transcriptome data used were coated and uncoated Cavendish bananas
chitosan 1.25% on the first day after chitosan coating. The raw data of RNA sequences were examined
quality first using FastQC then carried out bioinformatics analysis
using the Tuxedo protocol The steps in the Tuxedo protocol include aligning the RNA sequences
to the reference genome using TopHat, splicing RNA sequences using Cufflinks,
splicing of RNA variants using Cuffmerge, differential gene expression (DEG) analysis
using Cuffdiff, and visualization of differential gene expression using CummeRbund. Analysis
bioinformatics to the stage of differential gene expression analysis using Cuffdiff has also been carried out
in previous research. In this study, additional analysis was carried out in the form of DEG analysis annotations
using PLAZA Integrative Orthology, visualization of differential gene expression using
GraphPad Prism, KEGG pathway analysis using KOBAS, gene ontology analysis using
agriGO, and protein network interaction analysis using STRING and Cytoscape. Annotation results
DEG analysis using PLAZA Integrative Orthology showed that 1.25% chitosan was capable
induces an increase in the expression of seventeen lectin genes with a log2(fold change) range
1.00591-2.73673. The lectin gene with the lowest log2(fold change) value is Ma04_g27470 whereas
the lectin gene with the highest log2(fold change) value is Ma09_g10350. Based on path analysis
biosynthesis in KEGG, a lectin gene whose expression increases affects the biosynthetic pathway
brasinosteroids thereby inducing the biosynthesis of the TCH4/XET enzymes. Gene ontology analysis shows
significantly enriched biological processes are xyloglucan metabolic processes; the molecular function
significantly enriched is the activity of xyloglucan: xyloglucosyltransferase, glucosyltransferase activity,
and hydrolase activity; and significantly enriched cellular components are apoplast and wall
cell. From the results of this in silico study it was suspected that there was modification or restructuring of the cell wall
primers through the TCH4/XET-catalyzed cutting and recombination of xyloglucan in
apoplast and cell wall due to increased expression of seventeen lectin genes. Lectins are thought to interact
with other proteins that experienced increased expression due to chitosan treatment. Results
This transcriptomic analysis showed that the expression of lectin genes was induced by chitosan
have a tendency to play a role in plant defense. However, studies need to be carried out
further to validate the results of in silico analysis in this study. |
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