Review
- Overview of bioinformatic methods for analysis of antibiotic resistome from genome and metagenome data
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Kihyun Lee , Dae-Wi Kim , Chang-Jun Cha
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J. Microbiol. 2021;59(3):270-280. Published online February 23, 2021
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DOI: https://doi.org/10.1007/s12275-021-0652-4
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Abstract
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Whole genome and metagenome sequencing are powerful
approaches that enable comprehensive cataloging and profiling
of antibiotic resistance genes at scales ranging from a
single clinical isolate to ecosystems. Recent studies deal with
genomic and metagenomic data sets at larger scales; therefore,
designing computational workflows that provide high
efficiency and accuracy is becoming more important. In this
review, we summarize the computational workflows used in
the research field of antibiotic resistome based on genome or
metagenome sequencing. We introduce workflows, software
tools, and data resources that have been successfully employed
in this rapidly developing field. The workflow described in
this review can be used to list the known antibiotic resistance
genes from genomes and metagenomes, quantitatively profile
them, and investigate the epidemiological and evolutionary
contexts behind their emergence and transmission. We also
discuss how novel antibiotic resistance genes can be discovered
and how the association between the resistome and
mobilome can be explored.
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Citations
Citations to this article as recorded by

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Journal of Advanced Research.2025;[Epub] CrossRef - Evolution of pathogenic Escherichia coli harboring the transmissible locus of stress tolerance: from food sources to clinical environments
Maxsueli Machado, Pedro Panzenhagen, Flávia Figueira Aburjaile, Bertram Brenig, Mateus Matiuzzi da Costa, Vasco Ariston de Carvalho Azevedo, Eduardo Eustáquio de Souza Figueiredo, Carlos Adam Conte-Junior
Scientific Reports.2025;[Epub] CrossRef - Unraveling resistance mechanisms in combination therapy: A comprehensive review of recent advances and future directions
Nami Morales-Durán, Angel León-Buitimea, José R. Morones-Ramírez
Heliyon.2024; 10(6): e27984. CrossRef - Resistome Mapping in Foodborne Pathogens: Understanding Role in the Transmission Dynamics of Resistance Genes
Muneer Oladipupo Yaqub, Chinedu Eucharia Joseph, Aashika Jain, Lekshmi K. Edison
Applied Microbiology.2024; 4(4): 1476. CrossRef - Metagenomic assemblies tend to break around antibiotic resistance genes
Anna Abramova, Antti Karkman, Johan Bengtsson-Palme
BMC Genomics.2024;[Epub] CrossRef -
Comprehensive genomic landscape of antibiotic resistance in
Staphylococcus epidermidis
Do-Hoon Lee, Kihyun Lee, Yong-Seok Kim, Chang-Jun Cha, Jack A. Gilbert
mSystems.2024;[Epub] CrossRef - Web-Based Tools Validation for Antimicrobial Resistance Prediction: An Empirical Comparative Analysis
Sweta Padma Routray, Swayamprabha Sahoo, Debasish Swapnesh Kumar Nayak, Sejal Shah, Tripti Swarnkar
SN Computer Science.2024;[Epub] CrossRef - Genome-centric analyses of 165 metagenomes show that mobile genetic elements are crucial for the transmission of antimicrobial resistance genes to pathogens in activated sludge and wastewater
Nafi’u Abdulkadir, Joao Pedro Saraiva, Junya Zhang, Stefan Stolte, Osnat Gillor, Hauke Harms, Ulisses Rocha, Adriana E. Rosato
Microbiology Spectrum.2024;[Epub] CrossRef - Identification of Antibiotic Resistance in ESKAPE Pathogens through Plasmonic Nanosensors and Machine Learning
Ting Yu, Ying Fu, Jintao He, Jun Zhang, Yunlei Xianyu
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Lucy O’Connor, Robert Heyderman
Trends in Microbiology.2023; 31(8): 816. CrossRef - Resistome profiling reveals transmission dynamics of antimicrobial resistance genes from poultry litter to soil and plant
Animesh Tripathi, Dinesh Kumar, Priyank Chavda, Dalip Singh Rathore, Ramesh Pandit, Damer Blake, Fiona Tomley, Madhvi Joshi, Chaitanya G. Joshi, Suresh Kumar Dubey
Environmental Pollution.2023; 327: 121517. CrossRef - Prioritization of Critical Factors for Surveillance of the Dissemination of Antibiotic Resistance in Pseudomonas aeruginosa: A Systematic Review
Jung Hun Lee, Nam-Hoon Kim, Kyung-Min Jang, Hyeonku Jin, Kyoungmin Shin, Byeong Chul Jeong, Dae-Wi Kim, Sang Hee Lee
International Journal of Molecular Sciences.2023; 24(20): 15209. CrossRef - Flavobacterium psychrotrophum sp. nov. and Flavobacterium panacagri sp. nov., Isolated from Freshwater and Soil
Yong-Seok Kim, Eun-Mi Hwang, Chang-Myeong Jeong, Chang-Jun Cha
Journal of Microbiology.2023; 61(10): 891. CrossRef - Antimicrobial Resistance Genes (ARGs), the Gut Microbiome, and Infant Nutrition
Rufus J. Theophilus, Diana Hazard Taft
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Mi Li, Xiaoyu Xiao, Zhangsong Jiang, Haihui Tang, Lingling Rong, Tiao Zhang, Taijia Li, Cui Hu, Ligui Wu, Xiaoming Zou
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Yong Chiang Tan, Chandrajit Lahiri
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Rucha Datar, Sylvain Orenga, Romain Pogorelcnik, Olivier Rochas, Patricia J Simner, Alex van Belkum
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Francesco Santoro, Valeria Fox, Alessandra Romeo, Elisa Lazzeri, Gianni Pozzi, Francesco Iannelli
Mobile DNA.2021;[Epub] CrossRef - Omics-based microbiome analysis in microbial ecology: from sequences to information
Jang-Cheon Cho
Journal of Microbiology.2021; 59(3): 229. CrossRef
Journal Article
- Identification and characterization of a new agar-degrading strain with the novel properties of saccharides inhibition and nitrogen fixation
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Hao Wu , Guiguang Chen , Yaxi Bian , Wei Zeng , Bihong Sun , Zhiqun Liang
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J. Microbiol. 2017;55(6):475-482. Published online May 28, 2017
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DOI: https://doi.org/10.1007/s12275-017-6464-x
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81
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Abstract
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In this study, a new agar-degrading strain was isolated from soil with agar as a sole carbon source and energy. Based on its morphological, physiological, biochemical characterization and 16S rDNA sequence, the strain was identified as Strep-tomyces lavendulae UN-8. The extracellular agarase activity reached 0.03 U/ml after fermentation in shake flask (250 ml), which was close to other reported non-marine micro-organisms. Furthermore, it is interesting that the growth of UN-8 would be inhibited by glucose (40 g/L) and maltose (40 g/L) with the inhibitory rate of 100% and 70%, respec-tively. Besides, UN-8 could be grown on the solid medium without any nitrogen sources, then the possible nitrogen fix-ation gene nifU was cloned from its genomic DNA. The de-duced amino acid sequence of nifU has high similarity (98%) with nitrogen fixation protein NifU from Streptomyces sp. NRRL S-104 (KJY22454.1) and Streptomyces sp. NRRL F-4428 (KJK52526.1) based on NCBI blast. It is suggested that the nifU gene of UN-8 also encoded nitrogen fixation protein NifU. These results provided some new information for the further understanding of agar-degrading strain.
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Citations
Citations to this article as recorded by

- Bacterial Isolation from Natural Grassland on Nitrogen-Free Agar Yields Many Strains Without Nitrogenase
Amrit Koirala, Nabilah Ali Alshibli, Bikram K. Das, Volker S. Brözel
Microorganisms.2025; 13(1): 96. CrossRef - A Novel Strategy to Regulate 1-Deoxynojirimycin Production Based on Its Biosynthetic Pathway in Streptomyces lavendulae
Hao Wu, Ye Guo, Lei Chen, Guiguang Chen, Zhiqun Liang
Frontiers in Microbiology.2019;[Epub] CrossRef
Research Support, Non-U.S. Gov'ts
- Role of the extracytoplasmic function sigma factor CarQ in oxidative response of Bradyrhizobium japonicum
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Anchana Thaweethawakorn , Dylan Parks , Jae-Seong So , Woo-Suk Chang
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J. Microbiol. 2015;53(8):526-534. Published online July 31, 2015
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DOI: https://doi.org/10.1007/s12275-015-5308-9
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64
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Abstract
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As a nitrogen-fixing bacterium, Bradyrhizobium japonicum
can establish a symbiotic relationship with the soybean plant
(Glycine max). To be a successful symbiont, B. japonicum
must deal with plant defense responses, such as an oxidative
burst. Our previous functional genomics study showed that
carQ (bll1028) encoding extracytoplasmic function (ECF)
sigma factor was highly expressed (107.8-fold induction)
under oxidative stress. Little is known about the underlying
mechanisms of how CarQ responds to oxidative stress. In
this study, a carQ knock-out mutant was constructed using
site-specific mutagenesis to identify the role of carQ in the
oxidative response of B. japonicum. The carQ mutant showed
a longer generation time than the wild type and exhibited
significantly decreased survival at 10 mM H2O2 for 10 min
of exposure. Surprisingly, there was no significant difference
in expression of oxidative stress-responsive genes such as
katG and sod between the wild type and carQ mutant. The
mutant also showed a significant increase in susceptibility to
H2O2 compared to the wild type in the zone inhibition assay.
Nodulation phenotypes of the carQ mutant were distinguishable
compared to those of the wild type, including lower
numbers of nodules, decreased nodule dry weight, decreased
plant dry weight, and a lower nitrogen fixation capability.
Moreover, desiccation of mutant cells also resulted in significantly
lower percent of survival in both early (after 4 h) and
late (after 24 h) desiccation periods. Taken together, this
information will provide an insight into the role of the ECF
sigma factor in B. japonicum to deal with a plant-derived
oxidative burst.
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Citations
Citations to this article as recorded by

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Implication of the σ
E
Regulon Members OmpO and σ
N
in the Δ
ompA
299–356
-Mediated Decrease of Oxidative Stress Tolerance in St
Ren-Hsuan Ku, Li-Hua Li, Yi-Fu Liu, En-Wei Hu, Yi-Tsung Lin, Hsu-Feng Lu, Tsuey-Ching Yang, Silvia T. Cardona
Microbiology Spectrum.2023;[Epub] CrossRef - Identification and Validation of Reference Genes for Expression Analysis in Nitrogen-Fixing Bacteria under Environmental Stress
Dylan Parks, Christian Peterson, Woo-Suk Chang
Life.2022; 12(9): 1379. CrossRef - MostSinorhizobium melilotiExtracytoplasmic Function Sigma Factors Control Accessory Functions
Claus Lang, Melanie J. Barnett, Robert F. Fisher, Lucinda S. Smith, Michelle E. Diodati, Sharon R. Long, Craig D. Ellermeier, Claude Bruand, Sarah Ades, Hans-Martin Fischer
mSphere.2018;[Epub] CrossRef
- Analysis of the Abilities of Endophytic Bacteria Associated with Banana Tree Roots to Promote Plant Growth
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Leandro Fernandes Andrade , Gleika Larisse Oliveira Dorasio de Souza , Silvia Nietsche , Adelica Aparecida Xavier , Marcia Regina Costa , Acleide Maria Santos Cardoso , Marlon Cristian Toledo Pereira , Débora Francine Gomes Silva Pereira
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J. Microbiol. 2014;52(1):27-34. Published online January 4, 2014
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DOI: https://doi.org/10.1007/s12275-014-3019-2
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91
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55
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Abstract
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A total of 40 endophytic bacterial isolates obtained from banana
tree roots were characterized for their biotechnological
potential for promoting banana tree growth. All isolates
had at least one positive feature. Twenty isolates were likely
diazotrophs and formed pellicles in nitrogen-free culture
medium, and 67% of these isolates belonged to the genus
Bacillus sp. The isolates EB-04, EB-169, EB-64, and EB-144
had N fixation abilities as measured by the Kjeldahl method
and by an acetylene reduction activity assay. Among the 40
isolates, 37.5% were capable of solubilizing inorganic phosphate
and the isolates EB-47 and EB-64 showed the highest
solubilization capacity. The isolate EB-53 (Lysinibacillus sp.)
had a high solubilization index, whereas 73% of the isolates
had low solubilization indices. The synthesis of indole-3-
acetic acid (IAA) in the presence of L-tryptophan was detected
in 40% of the isolates. The isolate EB-40 (Bacillus sp.)
produced the highest amount of IAA (47.88 μg/ml) in medium
supplemented with L-tryptophan and was able to synthesize
IAA in the absence of L-tryptophan. The isolates
EB-126 (Bacillus subtilis) and EB-47 (Bacillus sp.) were able
to simultaneously fix nitrogen, solubilize phosphate and produce
IAA in vitro. The results of this study demonstrated
that the isolates analyzed here had diverse abilities and all
have the potential to be used as growth-promoting microbial
inoculants for banana trees.
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Research Support, U.S. Gov't, Non-P.H.S.
- Functional Shifts in Unvegetated, Perhumid, Recently-Deglaciated Soils Do Not Correlate with Shifts in Soil Bacterial Community Composition
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Sarah R. Sattin , Cory C. Cleveland , Eran Hood , Sasha C. Reed , Andrew J. King , Steven K. Schmidt , Michael S. Robeson , Nataly Ascarrunz , Diana R. Nemergut
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J. Microbiol. 2009;47(6):673-681. Published online February 4, 2010
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DOI: https://doi.org/10.1007/s12275-009-0194-7
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Abstract
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Past work in recently deglaciated soils demonstrates that microbial communities undergo shifts prior to plant colonization. To date, most studies have focused on relatively ‘long’ chronosequences with the ability to sample plant-free sites over at least 50 years of development. However, some recently deglaciated soils feature rapid plant colonization and questions remain about the relative rate of change in the microbial community in the unvegetated soils of these chronosequences. Thus, we investigated the forelands of the Mendenhall Glacier near Juneau, AK, USA, where plants rapidly establish. We collected unvegetated samples representing soils that had been ice-free for 0, 1, 4, and 8 years. Total nitrogen (N) ranged from 0.00~0.14 mg/g soil, soil organic carbon pools ranged from 0.6~2.3 mg/g soil, and both decreased in concentration between the 0 and 4 yr soils. Biologically available phosphorus (P) and pH underwent similar dynamics. However, both pH and available P increased in the 8 yr soils. Nitrogen fixation was nearly undetectable in the most recently exposed soils, and increased in the 8 yr soils to ~5 ng N fixed/cm2/h, a trend that was matched by the activity of the soil N-cycling enzymes urease and β-1,4-N-acetyl-glucosaminidase. 16S rRNA gene clone libraries revealed no significant differences between the 0 and 8 yr soils; however, 8 yr soils featured the presence of cyanobacteria, a division wholly absent from the 0 yr soils. Taken together, our results suggest that microbes are consuming allochtonous organic matter sources in the most recently exposed soils. Once this carbon source is depleted, a competitive advantage may be ceded to microbes not reliant on in situ nutrient sources.
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