Evidence map›Paper›PMID 38706006›Full record

ArticleEnvironmental microbiome2024

Integrating multi-platform assembly to recover MAGs from hot spring biofilms: insights into microbial diversity, biofilm formation, and carbohydrate degradation.

Kok Jun Liew, Saleha Shahar, Mohd Shahir Shamsir, Nawal Binti Shaharuddin, Chee Hung Liang, Kok-Gan Chan, Stephen Brian Pointing, Rajesh Kumar Sani, Kian Mau Goh

Abstract read
In one paragraph

Article in Environmental microbiome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Article
  2. Article
  3. AMB Express · 2026
    Article
  4. The prevalence and distribution ofFrontiers in microbiomes · 2026
    Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Kok Jun LiewCodon Genomics, 42300 Seri Kembangan, Selangor, Malaysia.
Saleha ShaharFaculty of Science, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia.
Mohd Shahir ShamsirFaculty of Science, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia.
Nawal Binti ShaharuddinSchool of Professional and Continuing Education, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia.
Chee Hung LiangFaculty of Science, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia.
Kok-Gan ChanDivision of Genetics and Molecular Biology, Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia.
Stephen Brian PointingDepartment of Biological Sciences, National University of Singapore, Singapore, Singapore.
Rajesh Kumar SaniDepartment of Chemical and Biological Engineering, South Dakota School of Mines and Technology, Rapid City, SD, 57701, USA. rajesh.sani@sdsmt.edu.
Kian Mau GohFaculty of Science, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia. gohkianmau@utm.my.

Funding

Malaysia Fundamental Research Grant Scheme (FRGS) FRGS/1/2023/STG02/UTM/02/1, FRGS/1/2019/STG03/UTM/02/1, FRGS/1/2019/STG04/UTM/02/4National Science Foundation 1736255, 1849206, and 1920954Singapore Ministry of Education ARC Tier 2 fund T2EP30123-0028UTM QuickWin grant 4J549
6 · The paper itself

Abstract

backgroundHot spring biofilms provide a window into the survival strategies of microbial communities in extreme environments and offer potential for biotechnological applications. This study focused on green and brown biofilms thriving on submerged plant litter within the Sungai Klah hot spring in Malaysia, characterised by temperatures of 58-74 °C. Using Illumina shotgun metagenomics and Nanopore ligation sequencing, we investigated the microbial diversity and functional potential of metagenome-assembled genomes (MAGs) with specific focus on biofilm formation, heat stress response, and carbohydrate catabolism.

resultsLeveraging the power of both Illumina short-reads and Nanopore long-reads, we employed an Illumina-Nanopore hybrid assembly approach to construct MAGs with enhanced quality. The dereplication process, facilitated by the dRep tool, validated the efficiency of the hybrid assembly, yielding MAGs that reflected the intricate microbial diversity of these extreme ecosystems. The comprehensive analysis of these MAGs uncovered intriguing insights into the survival strategies of thermophilic taxa in the hot spring biofilms. Moreover, we examined the plant litter degradation potential within the biofilms, shedding light on the participation of diverse microbial taxa in the breakdown of starch, cellulose, and hemicellulose. We highlight that Chloroflexota and Armatimonadota MAGs exhibited a wide array of glycosyl hydrolases targeting various carbohydrate substrates, underscoring their metabolic versatility in utilisation of carbohydrates at elevated temperatures.

conclusionsThis study advances understanding of microbial ecology on plant litter under elevated temperature by revealing the functional adaptation of MAGs from hot spring biofilms. In addition, our findings highlight potential for biotechnology application through identification of thermophilic lignocellulose-degrading enzymes. By demonstrating the efficiency of hybrid assembly utilising Illumina-Nanopore reads, we highlight the value of combining multiple sequencing methods for a more thorough exploration of complex microbial communities.

Indexed as

Hybrid assemblyLignocellulose degradationMetagenome-assembled genomesMicrobial matThermophile

Identifiers

PMID38706006
PMCPMC11071339

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.