Cargando…

Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition

Soil ecosystems are home to a diverse range of microorganisms, but they are only partially understood because no single-cell sequencing or whole-community sequencing provides a complete picture of these complex communities. Using one of such metagenomics approaches, we succeeded in monitoring the mi...

Descripción completa

Detalles Bibliográficos
Autores principales: Ahmad, Mohd Fadzli, Abdullah, Hasdianty, Hassan, Muhammad Naim, Jamaludin, Muhammad Imran, Sivam, Ashvini, Komatsu, Kazuhiro, Sapian, Irni Suhayu, Alias, Halimah, Mat Isa, Mohd Noor, Kuwahara, Victor S., Yaacob, Nor Suhaila
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821613/
https://www.ncbi.nlm.nih.gov/pubmed/36614337
http://dx.doi.org/10.3390/ijms24010872
_version_ 1784865739085185024
author Ahmad, Mohd Fadzli
Abdullah, Hasdianty
Hassan, Muhammad Naim
Jamaludin, Muhammad Imran
Sivam, Ashvini
Komatsu, Kazuhiro
Sapian, Irni Suhayu
Alias, Halimah
Mat Isa, Mohd Noor
Kuwahara, Victor S.
Yaacob, Nor Suhaila
author_facet Ahmad, Mohd Fadzli
Abdullah, Hasdianty
Hassan, Muhammad Naim
Jamaludin, Muhammad Imran
Sivam, Ashvini
Komatsu, Kazuhiro
Sapian, Irni Suhayu
Alias, Halimah
Mat Isa, Mohd Noor
Kuwahara, Victor S.
Yaacob, Nor Suhaila
author_sort Ahmad, Mohd Fadzli
collection PubMed
description Soil ecosystems are home to a diverse range of microorganisms, but they are only partially understood because no single-cell sequencing or whole-community sequencing provides a complete picture of these complex communities. Using one of such metagenomics approaches, we succeeded in monitoring the microbial diversity and stress-response gene in the soil samples. This study aims to test whether known differences in taxonomic diversity and composition are reflected in functional gene profiles by implementing whole gene sequencing (WGS) metagenomic analysis of geographically dispersed soils from two distinct pristine forests. The study was commenced by sequencing three rainforest soil samples and three peat swamp soil samples. Soil richness effects were assessed by exploring the changes in specific functional gene abundances to elucidate physiological constraints acting on different soil systems and identify variance in functional pathways relevant to soil biogeochemical cycling. Proteobacteria shows abundances of microbial diversity for 52.15% in Royal Belum Reserved Forest and 48.28% in Raja Musa; 177 out of 1,391,841 and 449 out of 3,586,577 protein coding represent acidic stress-response genes for Royal Belum and Raja Musa, respectively. Raja Musa indicates pH 2.5, which is extremely acidic. The analysis of the taxonomic community showed that Royal Belum soils are dominated by bacteria (98% in Sungai Kooi (SK), 98% in Sungai Papan (SP), and 98% in Sungai Ruok (SR), Archaea (0.9% in SK, 0.9% in SP, and 1% in SR), and the remaining were classed under Eukaryota and viruses. Likewise, the soils of Raja Muda Musa are also dominated by bacteria (95% in Raja Musa 1 (RM1), 98% in Raja Musa 2 (RM2), and 96% in Raja Musa 3 (RM3)), followed by Archaea (4% in RM1, 1% in RM2, and 3% in RM3), and the remaining were classed under Eukaryota and viruses. This study revealed that RBFR (Royal Belum Foresr Reserve) and RMFR (Raja Musa Forest Reserve) metagenomes contained abundant stress-related genes assigned to various stress-response pathways, many of which did not show any difference among samples from both sites. Our findings indicate that the structure and functional potential of the microbial community will be altered by future environmental potential as the first glimpse of both the taxonomic and functional composition of soil microbial communities.
format Online
Article
Text
id pubmed-9821613
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-98216132023-01-07 Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition Ahmad, Mohd Fadzli Abdullah, Hasdianty Hassan, Muhammad Naim Jamaludin, Muhammad Imran Sivam, Ashvini Komatsu, Kazuhiro Sapian, Irni Suhayu Alias, Halimah Mat Isa, Mohd Noor Kuwahara, Victor S. Yaacob, Nor Suhaila Int J Mol Sci Article Soil ecosystems are home to a diverse range of microorganisms, but they are only partially understood because no single-cell sequencing or whole-community sequencing provides a complete picture of these complex communities. Using one of such metagenomics approaches, we succeeded in monitoring the microbial diversity and stress-response gene in the soil samples. This study aims to test whether known differences in taxonomic diversity and composition are reflected in functional gene profiles by implementing whole gene sequencing (WGS) metagenomic analysis of geographically dispersed soils from two distinct pristine forests. The study was commenced by sequencing three rainforest soil samples and three peat swamp soil samples. Soil richness effects were assessed by exploring the changes in specific functional gene abundances to elucidate physiological constraints acting on different soil systems and identify variance in functional pathways relevant to soil biogeochemical cycling. Proteobacteria shows abundances of microbial diversity for 52.15% in Royal Belum Reserved Forest and 48.28% in Raja Musa; 177 out of 1,391,841 and 449 out of 3,586,577 protein coding represent acidic stress-response genes for Royal Belum and Raja Musa, respectively. Raja Musa indicates pH 2.5, which is extremely acidic. The analysis of the taxonomic community showed that Royal Belum soils are dominated by bacteria (98% in Sungai Kooi (SK), 98% in Sungai Papan (SP), and 98% in Sungai Ruok (SR), Archaea (0.9% in SK, 0.9% in SP, and 1% in SR), and the remaining were classed under Eukaryota and viruses. Likewise, the soils of Raja Muda Musa are also dominated by bacteria (95% in Raja Musa 1 (RM1), 98% in Raja Musa 2 (RM2), and 96% in Raja Musa 3 (RM3)), followed by Archaea (4% in RM1, 1% in RM2, and 3% in RM3), and the remaining were classed under Eukaryota and viruses. This study revealed that RBFR (Royal Belum Foresr Reserve) and RMFR (Raja Musa Forest Reserve) metagenomes contained abundant stress-related genes assigned to various stress-response pathways, many of which did not show any difference among samples from both sites. Our findings indicate that the structure and functional potential of the microbial community will be altered by future environmental potential as the first glimpse of both the taxonomic and functional composition of soil microbial communities. MDPI 2023-01-03 /pmc/articles/PMC9821613/ /pubmed/36614337 http://dx.doi.org/10.3390/ijms24010872 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ahmad, Mohd Fadzli
Abdullah, Hasdianty
Hassan, Muhammad Naim
Jamaludin, Muhammad Imran
Sivam, Ashvini
Komatsu, Kazuhiro
Sapian, Irni Suhayu
Alias, Halimah
Mat Isa, Mohd Noor
Kuwahara, Victor S.
Yaacob, Nor Suhaila
Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition
title Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition
title_full Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition
title_fullStr Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition
title_full_unstemmed Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition
title_short Topographically Distinguished Microbiome Taxonomy and Stress-Response Genes of Royal Belum Rainforest and Raja Muda Musa Peat Swamp Revealed through Metagenomic Inquisition
title_sort topographically distinguished microbiome taxonomy and stress-response genes of royal belum rainforest and raja muda musa peat swamp revealed through metagenomic inquisition
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821613/
https://www.ncbi.nlm.nih.gov/pubmed/36614337
http://dx.doi.org/10.3390/ijms24010872
work_keys_str_mv AT ahmadmohdfadzli topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT abdullahhasdianty topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT hassanmuhammadnaim topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT jamaludinmuhammadimran topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT sivamashvini topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT komatsukazuhiro topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT sapianirnisuhayu topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT aliashalimah topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT matisamohdnoor topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT kuwaharavictors topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition
AT yaacobnorsuhaila topographicallydistinguishedmicrobiometaxonomyandstressresponsegenesofroyalbelumrainforestandrajamudamusapeatswamprevealedthroughmetagenomicinquisition