Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment
Basal stem rot or Ganoderma Boninense is a fungal disease that degrades the lignin, found in the trunks of oil palms which can cause oil palms to collapse. This can lead to great reduction in yield and economic losses. Biological control agents from the species of Bacillus have been identified as...
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sg-ntu-dr.10356-1452222020-12-15T06:09:11Z Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment Foo, Cyrus Jit Loong Ng Wun Jern School of Civil and Environmental Engineering WJNg@ntu.edu.sg Engineering::Environmental engineering::Waste management Basal stem rot or Ganoderma Boninense is a fungal disease that degrades the lignin, found in the trunks of oil palms which can cause oil palms to collapse. This can lead to great reduction in yield and economic losses. Biological control agents from the species of Bacillus have been identified as potential, short term antifungal solutions against the disease. This employ the use of plant growth-promoting bacteria which can produce various antimicrobial metabolites to improve the plant’s defense mechanisms against plant pathogens. The performance of these bacterium depends on the strains used, as different strains from the same species of Bacillus can yield different levels of performance. From a previous study, 11 strains from environmental samples was previously identified using 16S rRNA sequencing and Sanger’s method of sequencing, but this provided insufficient information to differentiate closely-related Bacillus species. Whole Genome Sequencing, which is based on next generation sequencing by Illumina was employed to obtain better genome drafts. This provided more accurate results on the genome of the sequenced strains, such as their taxonomy, % genome content (GC) and assembled genome size. Bioinformatic tools were also used to analyze the sequenced data to identify potential antimicrobial genes in the sequenced strains. The bioinformatic tools used produced good quality data for downstream analysis. This can be seen from average coverage of at least a 100 times for each strain and the high Phred quality scores (Qscore) of Q35 which corresponded to more than 99.9% accuracy during sequencing. The results showed good quality contigs that were long, few in number and were separated into the 3 clusters, according to their assembled genome size and %GC content. Phylogenetic analysis performed subsequently confirmed the identity of 3 strains - B. velezensis, B. subtilis and B. megaterium. The antimicrobial genes identified were categorized into 10 sets of genes and 2 sets of genes were uniquely found (from BSF1B11 strain) to have antibiotic properties. Bachelor of Engineering (Environmental Engineering) 2020-12-15T06:09:10Z 2020-12-15T06:09:10Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/145222 en EN‐65 application/pdf Nanyang Technological University |
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Engineering::Environmental engineering::Waste management Foo, Cyrus Jit Loong Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment |
description |
Basal stem rot or Ganoderma Boninense is a fungal disease that degrades the lignin, found in the trunks
of oil palms which can cause oil palms to collapse. This can lead to great reduction in yield and
economic losses. Biological control agents from the species of Bacillus have been identified as potential,
short term antifungal solutions against the disease. This employ the use of plant growth-promoting
bacteria which can produce various antimicrobial metabolites to improve the plant’s defense
mechanisms against plant pathogens. The performance of these bacterium depends on the strains used,
as different strains from the same species of Bacillus can yield different levels of performance.
From a previous study, 11 strains from environmental samples was previously identified using 16S
rRNA sequencing and Sanger’s method of sequencing, but this provided insufficient information to
differentiate closely-related Bacillus species. Whole Genome Sequencing, which is based on next
generation sequencing by Illumina was employed to obtain better genome drafts. This provided more
accurate results on the genome of the sequenced strains, such as their taxonomy, % genome content
(GC) and assembled genome size. Bioinformatic tools were also used to analyze the sequenced data to
identify potential antimicrobial genes in the sequenced strains.
The bioinformatic tools used produced good quality data for downstream analysis. This can be seen
from average coverage of at least a 100 times for each strain and the high Phred quality scores (Qscore)
of Q35 which corresponded to more than 99.9% accuracy during sequencing. The results showed good
quality contigs that were long, few in number and were separated into the 3 clusters, according to their
assembled genome size and %GC content. Phylogenetic analysis performed subsequently confirmed
the identity of 3 strains - B. velezensis, B. subtilis and B. megaterium. The antimicrobial genes
identified were categorized into 10 sets of genes and 2 sets of genes were uniquely found (from
BSF1B11 strain) to have antibiotic properties. |
author2 |
Ng Wun Jern |
author_facet |
Ng Wun Jern Foo, Cyrus Jit Loong |
format |
Final Year Project |
author |
Foo, Cyrus Jit Loong |
author_sort |
Foo, Cyrus Jit Loong |
title |
Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment |
title_short |
Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment |
title_full |
Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment |
title_fullStr |
Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment |
title_full_unstemmed |
Whole genome sequencing and genome comparison of closely related Bacillus species isolated from the environment |
title_sort |
whole genome sequencing and genome comparison of closely related bacillus species isolated from the environment |
publisher |
Nanyang Technological University |
publishDate |
2020 |
url |
https://hdl.handle.net/10356/145222 |
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1688665522436046848 |