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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Main Author: Foo, Cyrus Jit Loong
Other Authors: Ng Wun Jern
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
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Online Access:https://hdl.handle.net/10356/145222
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Institution: Nanyang Technological University
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Environmental engineering::Waste management
spellingShingle 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
_version_ 1688665522436046848