• Title/Summary/Keyword: Metagenome analysis

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Gut Bacterial Diversity of Insecticide-Susceptible and -Resistant Nymphs of the Brown Planthopper Nilaparvata lugens Stål (Hemiptera: Delphacidae) and Elucidation of Their Putative Functional Roles

  • Malathi, Vijayakumar M.;More, Ravi P.;Anandham, Rangasamy;Gracy, Gandhi R.;Mohan, Muthugounder;Venkatesan, Thiruvengadam;Samaddar, Sandipan;Jalali, Sushil Kumar;Sa, Tongmin
    • Journal of Microbiology and Biotechnology
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    • v.28 no.6
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    • pp.976-986
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    • 2018
  • Knowledge about the gut bacterial communities associated with insects is essential to understand their roles in the physiology of the host. In the present study, the gut bacterial communities of a laboratory-reared insecticide-susceptible (IS), and a field-collected insecticide-resistant (IR) population of a major rice pest, the brown planthopper Nilaparvata lugens, were evaluated. The deep-sequencing analysis of the V3 hypervariable region of the 16S rRNA gene was performed using Illumina and the sequence data were processed using QIIME. The toxicological bioassays showed that compared with the IS population, IR population exhibited 7.9-, 6.7-, 14.8-, and 18.7-fold resistance to acephate, imidacloprid, thiamethoxam, and buprofezin, respectively. The analysis of the alpha diversity indicated a higher bacterial diversity and richness associated with the IR population. The dominant phylum in the IS population was Proteobacteria (99.86%), whereas the IR population consisted of Firmicutes (46.06%), followed by Bacteroidetes (30.8%) and Proteobacteria (15.49%). Morganella, Weissella, and Enterococcus were among the genera shared between the two populations and might form the core bacteria associated with N. lugens. The taxonomic-to-phenotypic mapping revealed the presence of ammonia oxidizers, nitrogen fixers, sulfur oxidizers and reducers, xylan degraders, and aromatic hydrocarbon degraders in the metagenome of N. lugens. Interestingly, the IR population was found to be enriched with bacteria involved in detoxification functions. The results obtained in this study provide a basis for future studies elucidating the roles of the gut bacteria in the insecticide resistance-associated symbiotic relationship and on the design of novel strategies for the management of N. lugens.

Metagenomic Analysis of Jang Using Next-generation Sequencing: A ComparativeMicrobial Study of Korean Traditional Fermented Soybean Foods (차세대 염기서열 분석을 활용한 장류의 메타지놈 분석 : 한국 전통 콩 발효식품에 대한 미생물 비교 연구)

  • Ranhee Lee;Gwangsu Ha;Ho Jin Jeong;Do-Youn Jeong;Hee-Jong Yang
    • Journal of Life Science
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    • v.34 no.4
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    • pp.254-263
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    • 2024
  • Korean jang is a food made using fermented soybeans, and the typical products include gochujang (GO), doenjang (DO), cheonggukjang (CH), and ganjang (GA). In this study, 16S rRNA metagenome analysis was performed on a total of 200 types of GO, DO, CH, and GA using next-generation sequencing to analyze the microbial community of fermented soybean foods and compare taxonomic (biomarker) differences. Alpha diversity analysis showed that in the CHAO index, the species richness index tended to be significantly higher compared to the DO and GA groups (p<0.001). The results of the microbial distribution analysis of the GO, DO, CH, and GA products showed that at the order level, Bacillales was the most abundant in the GO, DO, and CH groups, but Lactobacillales was most abundant in the GA group. Linear discriminant analysis effect (LEfSe) analysis was used to identify biomarkers at the family and species levels. Leuconostocaceae, Thermoactinomycetaceae, Bacillaceae, and Enterococcaceae appeared as biomarkers at the family level, and Bacillus subtilis, Kroppenstedtia sanguinis, Bacillus licheniformis, and Tetragenococcus halophilus appeared at the species level. Permutational multivariate analysis of variance (PERMANOVA) analysis showed that there was a significant difference in the microbial community structure of the GO, DO, CH, and GA groups (p=0.001), and the microbial community structure of the GA group showed the greatest difference. This study clarified the correlation between the characteristics of Korean fermented foods and microbial community distribution, enhancing knowledge of microorganisms participating in the fermentation process. These results could be leveraged to improve the quality of fermented soybean foods.

Recombinant Expression of Agarases: Origin, Optimal Condition, Secretory Signal, and Genome Analysis (한천분해효소의 재조합발현 : 기원, 활성조건, 분비신호와 게놈분석 등)

  • Lee, Dong-Geun;Lee, Sang-Hyeon
    • Journal of Life Science
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    • v.30 no.3
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    • pp.304-312
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    • 2020
  • Agarase can be used in the field of basic science, as well as for production of agar-derived high-functional oligosaccharides and bioenergy production using algae. In 2012, we summarized the classification, origin, production, and applications of agar. In this paper, we briefly review the literature on the recombinant expression of agarases from 2012 to the present. Agarase genes originated from 19 genera, including Agarivorans, Flammeovirga, Pseudoalteromonas, Gayadomonas, Catenovulum, Microbulbifer, Cellulophaga, Saccharophagus, Simiduia, and Vibrio. Of the 47 recombinant agarases, there were only two α-agarases, while the rest were β-agarases. All α-agarases produced agarotetraose, while β-agarases yielded many neoagarooligosaccharides ranging from neoagarobiose to neoagarododecaose. The optimum temperature ranged between 25 and 60℃, and the optimum pH ranged from 3.0 to 8.5. There were 14 agarases with an optimum temperature of 50℃ or higher, where agar is in sol state after melting. Artificial mutations, including manipulation of carbohydrate-binding modules (CBM), increased thermostability and simultaneously raised the optimum temperature and activity. Many hosts and secretion signals or riboswitches have been used for recombinant expression. In addition to gene recombination based on the amino acid sequence after agarase purification, recombinant expression of the putative agarase genes after genome sequencing and metagenome-derived agarases have been studied. This study is expected to be actively used in the application fields of agarase and agarase itself.

Comparison of Microbial Diversity and Composition in the Jejunum and Colon of Alcohol-Dependent Rats

  • Fan, Yang;Ya-E, Zhao;Ji-dong, Wei;Yu-fan, Lu;Ying, Zhang;Ya-lun, Sun;Meng-Yu, Ma;Rui-ling, Zhang
    • Journal of Microbiology and Biotechnology
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    • v.28 no.11
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    • pp.1883-1895
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    • 2018
  • Alcohol dependence is a global public health problem, yet the mechanisms of alcohol dependence are incompletely understood. The traditional view has been that ethanol alters various neurotransmitters and their receptors in the brain and causes the addiction. However, an increasing amount of experimental evidence suggests that gut microbiota also influence brain functions via gut-to-brain interactions, and may therefore induce the development of alcohol use disorders. In this study, a rat model of alcohol dependence and withdrawal was employed, the gut microbiota composition was analyzed by high-throughput 16S rRNA gene sequencing, and the metagenome function was predicted by PICRUSt software. The results suggested that chronic alcohol consumption did not significantly alter the diversity and richness of gut microbiota in the jejunum and colon, but rather markedly changed the microbiota composition structure in the colon. The phyla Bacteroidetes and eight genera including Bacteroidales S24-7, Ruminococcaceae, Parabacteroides, Butyricimonas, et al were drastically increased, however the genus Lactobacillus and gauvreauii in the colon were significantly decreased in the alcohol dependence group compared with the withdrawal and control groups. The microbial functional prediction analysis revealed that the proportions of amino acid metabolism, polyketide sugar unit biosynthesis and peroxisome were significantly increased in the AD group. This study demonstrated that chronic alcohol consumption has a dramatic effect on the microbiota composition structure in the colon but few effects on the jejunum. Inducement of colonic microbiota dysbiosis due to alcohol abuse seems to be a factor of alcohol dependence, which suggests that modulating colonic microbiota composition might be a potentially new target for treating alcohol addiction.

Cloning and Characterization of a Novel Carboxylesterase Gene from Cow Rumen Metagenomic Library (소 반추위 메타게놈에서 새로운 carboxylesterase 유전자 클로닝 및 유전산물의 특성)

  • Asraful Islam, Shah Md.;Kim, Min-Keun;Renukaradhya, K. Math;Srinivasa, Reddy R.N.;Kim, Eun-Jin;Kim, Jung-Ho;Kim, Hoon;Yun, Han-Dae
    • Journal of Life Science
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    • v.20 no.9
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    • pp.1306-1313
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    • 2010
  • The gene encoding esterase enzyme was cloned from a metagenomic library of cow rumen bacteria. The esterase gene (est1R) was 2,465 bp in length, encoding a protein of 366 amino acid residues, and the molecular weight of the enzyme was 61,166 Da. Est1R of rumen cosmid library shared 5.9% amino acid identity with Est1R (P37967) of PNB carboxylesterase, 6.1% with Est1R (1EEAA) of acetylcholinesterase and 6.1% with Est1R (1H23A) of chain A. BlastP in NCBI database analysis of Est1R revealed that it was not homologous to previous known lipases and esterases. Est1R showed optimum activity at pH 7.0 and $40^{\circ}C$. On the other hand, the enzyme was found to be most active without organic solvent, followed by 95% activity with methanol, and the enzyme activity was highly affected by hexane (lost 51% activity). Therefore, the novel esterase gene est1R is likely obtainable from cow rumen metagenome and may be utilized for industrial purposes.

Characterization of microbial communities and soil organic carbon degradation associated with the depth and thawing effects on tundra soil in Alaska (Alaska 툰드라 토양의 깊이 및 해동 영향에 따른 미생물 군집과 토양 유기 탄소 분해 특성)

  • Park, Ha Ju;Kim, Dockyu;Park, Hyun;Lee, Bang Yong;Lee, Yoo Kyung
    • Korean Journal of Microbiology
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    • v.52 no.3
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    • pp.365-374
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    • 2016
  • In high-latitude regions, temperature has risen ($0.6^{\circ}C$ per decade) and this leads to the increase in microbial degradability against soil organic carbon (SOC). Furthermore, the decomposed SOC is converted into green-house gases ($CO_2$ and $CH_4$) and their release could further increase the rate of climate change. Thus, understanding the microbial diversity and their functions linked with SOC degradation in soil-thawing model is necessary. In this study, we divided tundra soil from Council, Alaska into two depth regions (30-40 cm and 50-60 cm of depth, designated as SPF and PF, respectively) and incubated that for 108 days at $0^{\circ}C$. A total of 111,804 reads were obtained through a pyrosequencing-based metagenomic study during the microcosm experiments, and 574-1,128 of bacterial operational taxonomic units (OTUs) and 30-57 of archaeal OTUs were observed. Taxonomic analysis showed that the distribution of bacterial taxa was significantly different between two samples. In detail, the relative abundance of phyla Actinobacteria and Firmicutes largely increased in SPF and PF soil, respectively, while phyla Crenarchaeota was increased in both soil samples. Weight measurement and gel permeation chromatography of the SOC extracts demonstrated that polymerization of humic acids, main component of SOC, occurred during the microcosm experiments. Taken together our results indicate that these bacterial and archaeal phyla could play a key function in SOC degradation and utilization in cold tundra soil.

Effect of Soluble-silicate or Chitosan Foliar Spray on Ginseng Cultivated in Blue-white Plastic Film House

  • Seo, Sang Young;Cho, Jong hyeon;Kim, Chang Su;Kim, Hyo Jin;Kim, Dong Won;An, Min Sil;Jang, In Bae
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2019.10a
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    • pp.46-46
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    • 2019
  • The experiments were performed in the Jinan (elevation: 300 meters above sea level), Jeollabuk-do. Seedlings (n = 63 per $3.3m^2$) of ginseng cultivar (Cheonpung, Yeonpung) were planted on April 10, 2015. Shading material of plastic film house was blue-white film. Before the Planting seedling, silicate (3 kg/10 a) or chitosan (40 kg/10 a) was fertilized and foliar sprayed on the leaves 1000 times dilution solution once a month from May to September every year. The growth results of 5-year old ginseng surveyed in 2018 are as follows. The average air temperature in the plastic film house was the highest at $26.6^{\circ}C$ and $26.5^{\circ}C$ in July and August, respectively, and the highest temperature was $40.5^{\circ}C$ in July. The maximum daily temperature of $35^{\circ}C$ or more was 30 days, with the average soil temperature being $24.9^{\circ}C$ in August. The chemical properties of the test soil are as follows. pH was 6.4~6.9 level and EC was 0.35~0.46 dS/m. The organic matter content was 33.5~41.4 g/kg, and available-P content was 251.9~306.8 mg/kg. Exchangeable cations contents, such as K, Ca and Mg were all the appropriate ranges. The soil microbial density surveyed by the dilution plate method was 10~50 times higher than that of control (Non-treatment) and actinomycete density was 3~6 times higher. Pathogens of the genus Fusarium by Metagenome analysis decreased 91.3% and 68.2% respectively in the foliar sprayed of chitosan and soluble-silicate. The light intensity (PAR) in the blue-white film plastic film house gradually increased until July and then decereased, with the average of light intensity in March-October was $120.3umol/m^2/s$. The growth of aerial parts such as plant height and stem length was better than non-sprayed group in silicate or chitosan treatments and Yeonpung cultivar was superior to the Cheonpung cultivar. The SPAD value was higher in Yeonpung cultivar foliar sprayed with soluble-silicate. The growth of underground parts such as root length and taproot length were better in chitosan and soluble-silicate treatment than control, especially in Yeonpung cultivar foliar sprayed with chitosan was good in taproot length and taproot diameter, and fresh weight of root was 60.1 g. Ginsenoside contents were 24.9 mg/g and 22.4 mg/g, in the Cheonpung cultivar foliar sprayed with soluble-silicate or chitosan respectively, 28% and 15% higher than control (19.5 mg/g). The incidence of disease by Alteraria panax and Botrytis cinerea was 3~9% and 4~9%, respectively. High temperature damage rate was 3~5%.

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Seasonal Changes in the Microbial Communities on Lettuce (Lactuca sativa L.) in Chungcheong-do, South Korea

  • Woojung Lee;Min-Hee Kim;Juyeon Park;You Jin Kim;Eiseul Kim;Eun Jeong Heo;Seung Hwan Kim;Gyungcheon Kim;Hakdong Shin;Soon Han Kim;Hae-Yeong Kim
    • Journal of Microbiology and Biotechnology
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    • v.33 no.2
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    • pp.219-227
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    • 2023
  • Lettuce is one of the most consumed vegetables worldwide. However, it has potential risks associated with pathogenic bacterial contamination because it is usually consumed raw. In this study, we investigated the changes in the bacterial community on lettuce (Lactuca sativa L.) in Chungcheong-do, South Korea, and the prevalence of foodborne pathogens on lettuce in different seasons using 16S rRNA gene-based sequencing. Our data revealed that the Shannon diversity index showed the same tendency in term of the number of OTUs, with the index being greatest for summer samples in comparison to other seasons. Moreover, the microbial communities were significantly different between the four seasons. The relative abundance of Actinobacteriota varied according to the season. Family Micrococcaceae was most dominant in all samples except summer, and Rhizobiaceae was predominant in the microbiome of the summer sample. At the genus level, the relative abundance of Bacillus was greatest in spring samples, whereas Pseudomonas was greatest in winter samples. Potential pathogens, such as Staphylococcus and Clostridium, were detected with low relative abundance in all lettuce samples. We also performed metagenome shotgun sequencing analysis on the selected summer and winter samples, which were expected to be contaminated with foodborne pathogens, to support 16S rRNA gene-based sequencing dataset. Moreover, we could detect seasonal biomarkers and microbial association networks of microbiota on lettuce samples. Our results suggest that seasonal characteristics of lettuce microbial communities, which include diverse potential pathogens, can be used as basic data for food safety management to predict and prevent future outbreaks.

Microbial Changes and Yield Analysis after Soil Disinfection Treatment in Rain Shelter Greenhouse Cultivation of Gastrodia elata (천마 비가림시설 내 토양소독 처리 후 미생물상 변화 및 수량성 분석)

  • Chang Su Kim;Eun Suk Lee;Hyun Soo Jung;Jung Hyun Yoo;So Ra Choi;Young Eun Song;Sang Young Seo;Min Sil Ahn
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2023.04a
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    • pp.37-37
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    • 2023
  • 천마(天麻, Gastrodia elata Blume)는 난초과(蘭草科, Orchidaceae)에 속하는 식물로 잎과 뿌리가 없어 탄소동화능력이 없으며, 뽕나무버섯균과 공생하는 기생식물이다. 천마는 노지재배 시 혹한, 폭우 등 기상환경에 따른 연차간 수량성 차가 673~1,175kg/10a로 크고, 연작에 따른 수량성이 연작 1회 시 29%, 연작 2회 시 68%가 감소하는 경향을 보이고 있다. 최근 기후변화 대응으로 비가림시설재배가 이뤄지고 있으나, 비가림 시설재배 또한 연작장해가 발생하고 있다. 따라서, 본 연구는 비가림시설을 활용한 천마 재배의 연작장해 경감을 위해 태양열(6~10월, 비닐피복) 및 토양훈증(메탐소듐, 30 L/1,000 m2)으로 토양소독 처리를 하였고, 윤작(수단그라스)을 대조구로 설정하여 토양 화학성, 미생물상 및 수량성을 분석하였다. 토양소독 전·후 토양내 화학성을 분석한 결과, 비가림시설재배 시 토양 화학성의 변화는 거의 없었다. 토양소독 후 metagenome 분석 결과, JCR21(윤작), JCS21(태양열), JCF21(토양훈증)의 시료로부터 확보한 총 read는 598,425개였으며, 이 중에서 Eukaryota로 분류되지 않은 read는 2,397개(0.4%), no hit, not assign된 read는 17,094개 (2.9%), Bacteria로 분류된 read는 281,391개(47.0%), Eukaryota로 분류된 read는 총 297,543개(49.7%)였다. JCR21은 전체 read의 35.0%, JCS21은 34.0%, JCF21은 31.0%를 차지했고, Eukaryota는 JCR21 대비 JCS21, JCF21에서 각각 9.9%, 18.9% 낮았다. 그리고, Bacteria는 JCR21 대비 JCF21은 5.4% 감소하였으나, JCS21은 1.4% 증가하였다. 이 중 Eukaryota에서 종(species)명까지 정확하게 밝혀진 것은 27종이었고 속(genus) 으로는 18속이었다. JCF21은 전체 read의 30.2%, JCS21은 33.8%, JCR21은 36.0%를 차지했고, JCF21 포장은 토양훈증으로 JCS21에 비해 3.6%, JCR21에 비해 5.8%까지 균수가 감소함을 알 수 있었다. 대체적으로 발견된 균은 고르게 분포하고 있었으나 초작지, 연작 1회지, 연작 2회지에서는 많이 발견되지 않았던 Mucoromycota (41,490 read, 13.9%), Agaricales (10,586 read, 3.6%)가 높은 비율로 분포를 하고 있었다. 토양소독 처리에 따른 10a 당 수량을 살펴본 결과, 윤작 1,309 kg, 태양열소독 1,609 kg, 토양훈증 1,733 kg으로 나타났고, 수량지수가 윤작 처리구 대비 태양열소독은 23%, 토양훈증은 32% 높았다. 성마율은 윤작 51%, 태양열소독 63%, 토양훈증 68%으로 나타났으며, 자마율은 윤작 49%, 태양열소독 37%, 토양훈증 32%으로 나타났다. 괴경썩음 정도는 윤작 30-49%, 태양열소독 10-19%, 토양훈증 5-9%로 나타났다. 따라서, 비가림시설을 활용한 천마 재배 시 토양훈증 소독 처리를 하면 연작이 가능할 것으로 판단되었다.

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Microbial Population Diversity of the Mud Flat in Suncheon Bay Based on 16S rDNA Sequences and Extracellular Enzyme Activities (남해안 갯벌 미생물의 세포외효소 활성 및 16S rDNA 분석에 의한 다양성 조사)

  • Kim, Yu-Jeong;Kim, Sung-Kyum;Kwon, Eun-Ju;Baik, Keun-Sik;Kim, Jung-Ho;Kim, Hoon
    • Applied Biological Chemistry
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    • v.50 no.4
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    • pp.268-275
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    • 2007
  • Diversity of the mud flat microbial population in Suncheon Bay was investigated by studying extracellular enzyme activities and 16S rDNA sequences. Four culturable bacterial strains with CMCase, xylanase and protease activities were isolated from the wetland and the mud flat. All the strains produced more xylanase activity than CMCase or protease activity, and the properties of the isolate enzymes from the wetland were similar to those from the mud flat. About 2,000 clones were obtained with the 16S rDNA amplified from the metagenomic DNA isolated from the mud samples. Based on the restriction pattern(s), seventeen clones were selected for base sequence analysis. Of the 17 clones, only 35% (6 clones) were found to be cultured strains and 65% (11 clones) to be uncultured strains. The similarities in the base sequences of the clones ranged from 91.0% to 99.9% with an average similarity of 97.3%. The clones could be divided into 7 groups, Proteobacteria (9 clones, 52.9%), Firmicutes (3 clones, 17.6%), Bacteroidetes (1 clone), Flavobacteria (1 clone), Verrucomicrobia (1 clone), Acidobacteria (1 clone), and Chloroflexi (1 clone). Most of the Proteobacteria clones were gamma Proteobacteria associated with oxidation-reduction of sulfur.