136 results on '"Bajic Vladimir B"'
Search Results
2. PATHcre8: A Tool That Facilitates the Searching for Heterologous Biosynthetic Routes
- Author
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Motwalli, Olaa, Uludag, Mahmut, Mijakovic, Ivan, Alazmi, Meshari, Bajic, Vladimir B., Gojobori, Takashi, Gao, Xin, Essack, Magbubah, Motwalli, Olaa, Uludag, Mahmut, Mijakovic, Ivan, Alazmi, Meshari, Bajic, Vladimir B., Gojobori, Takashi, Gao, Xin, and Essack, Magbubah
- Abstract
Developing computational tools that can facilitate the rational design of cell factories producing desired products at increased yields is challenging, as the tool needs to take into account that the preferred host organism usually has compounds that are consumed by competing reactions that reduce the yield of the desired product. On the other hand, the preferred host organisms may not have the native metabolic reactions needed to produce the compound of interest; thus, the computational tool needs to identify the metabolic reactions that will most efficiently produce the desired product. In this regard, we developed the generic tool PATHcre8 to facilitate an optimized search for heterologous biosynthetic pathway routes. PATHcre8 finds and ranks biosynthesis routes in a large number of organisms, including Cyanobacteria. The tool ranks the pathways based on feature scores that reflect reaction thermodynamics, the potentially toxic products in the pathway (compound toxicity), intermediate products in the pathway consumed by competing reactions (product consumption), and host-specific information such as enzyme copy number. A comparison with several other similar tools shows that PATHcre8 is more efficient in ranking functional pathways. To illustrate the effectiveness of PATHcre8, we further provide case studies focused on isoprene production and the biodegradation of cocaine. PATHcre8 is free for academic and nonprofit users and can be accessed at https://www.cbrc.kaust.edu.sa/pathcre8/.
- Published
- 2020
3. Genome insights of the plant-growth promoting bacterium Cronobacter muytjensii JZ38 with volatile-mediated antagonistic activity against Phytophthora infestans
- Author
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Eida, Abdul Aziz, Bougouffa, Salim, L’Haridon, Floriane, Alam, Intikhab, Weisskopf, Laure, Bajic, Vladimir B., Saad, Maged M., Hirt, Heribert, Eida, Abdul Aziz, Bougouffa, Salim, L’Haridon, Floriane, Alam, Intikhab, Weisskopf, Laure, Bajic, Vladimir B., Saad, Maged M., and Hirt, Heribert
- Abstract
Salinity stress is a major challenge to agricultural productivity and global food security in light of a dramatic increase of human population and climate change. Plant growth promoting bacteria can be used as an additional solution to traditional crop breeding and genetic engineering. In the present work, the induction of plant salt tolerance by the desert plant endophyte Cronobacter sp. JZ38 was examined on the model plant Arabidopsis thaliana using different inoculation methods. JZ38 promoted plant growth under salinity stress via contact and emission of volatile compounds. Based on the 16S rRNA and whole genome phylogenetic analysis, fatty acid analysis and phenotypic identification, JZ38 was identified as Cronobacter muytjensii and clearly separated and differentiated from the pathogenic C. sakazakii. Full genome sequencing showed that JZ38 is composed of one chromosome and two plasmids. Bioinformatic analysis and bioassays revealed that JZ38 can grow under a range of abiotic stresses. JZ38 interaction with plants is correlated with an extensive set of genes involved in chemotaxis and motility. The presence of genes for plant nutrient acquisition and phytohormone production could explain the ability of JZ38 to colonize plants and sustain plant growth under stress conditions. Gas chromatography–mass spectrometry analysis of volatiles produced by JZ38 revealed the emission of indole and different sulfur volatile compounds that may play a role in contactless plant growth promotion and antagonistic activity against pathogenic microbes. Indeed, JZ38 was able to inhibit the growth of two strains of the phytopathogenic oomycete Phytophthora infestans via volatile emission. Genetic, transcriptomic and metabolomics analyses, combined with more in vitro assays will provide a better understanding the highlighted genes’ involvement in JZ38’s functional potential and its interaction with plants. Nevertheless, these results provide insight into the bioactivity of C. muytjens
- Published
- 2020
4. Marine Biofilms Constitute a Bank of Hidden Microbial Diversity and Functional Potential
- Author
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Zhang, Weipeng LIFS, Ding, Wei, Li, Yongxin, Tam, Chun Kit, Bougouffa, Salim, Wang, Ruojun, Pei, Bite, Chiang, Ho Yin, Leung, Pok Man, Lu, Yanhong, Sun, Jin, Fu, He, Bajic, Vladimir B., Liu, Hongbin, Webster, Nicole S., Qian, Peiyuan, Zhang, Weipeng LIFS, Ding, Wei, Li, Yongxin, Tam, Chun Kit, Bougouffa, Salim, Wang, Ruojun, Pei, Bite, Chiang, Ho Yin, Leung, Pok Man, Lu, Yanhong, Sun, Jin, Fu, He, Bajic, Vladimir B., Liu, Hongbin, Webster, Nicole S., and Qian, Peiyuan
- Abstract
Recent big data analyses have illuminated marine microbial diversity from a global perspective, focusing on planktonic microorganisms. Here, we analyze 2.5 terabases of newly sequenced datasets and the Tara Oceans metagenomes to study the diversity of biofilm-forming marine microorganisms. We identify more than 7,300 biofilm-forming ‘species’ that are undetected in seawater analyses, increasing the known microbial diversity in the oceans by more than 20%, and provide evidence for differentiation across oceanic niches. Generation of a gene distribution profile reveals a functional core across the biofilms, comprised of genes from a variety of microbial phyla that may play roles in stress responses and microbe-microbe interactions. Analysis of 479 genomes reconstructed from the biofilm metagenomes reveals novel biosynthetic gene clusters and CRISPR-Cas systems. Our data highlight the previously underestimated ocean microbial diversity, and allow mining novel microbial lineages and gene resources. © 2019, The Author(s).
- Published
- 2019
5. Marine Biofilms Constitute a Bank of Hidden Microbial Diversity and Functional Potential
- Author
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Zhang, Weipeng LIFS, Ding, Wei, Li, Yongxin, Tam, Chun Kit, Bougouffa, Salim, Wang, Ruojun, Pei, Bite, Chiang, Ho Yin, Leung, Pok Man, Lu, Yanhong, Sun, Jin, Fu, He, Bajic, Vladimir B., Liu, Hongbin, Webster, Nicole S., Qian, Peiyuan, Zhang, Weipeng LIFS, Ding, Wei, Li, Yongxin, Tam, Chun Kit, Bougouffa, Salim, Wang, Ruojun, Pei, Bite, Chiang, Ho Yin, Leung, Pok Man, Lu, Yanhong, Sun, Jin, Fu, He, Bajic, Vladimir B., Liu, Hongbin, Webster, Nicole S., and Qian, Peiyuan
- Abstract
Recent big data analyses have illuminated marine microbial diversity from a global perspective, focusing on planktonic microorganisms. Here, we analyze 2.5 terabases of newly sequenced datasets and the Tara Oceans metagenomes to study the diversity of biofilm-forming marine microorganisms. We identify more than 7,300 biofilm-forming ‘species’ that are undetected in seawater analyses, increasing the known microbial diversity in the oceans by more than 20%, and provide evidence for differentiation across oceanic niches. Generation of a gene distribution profile reveals a functional core across the biofilms, comprised of genes from a variety of microbial phyla that may play roles in stress responses and microbe-microbe interactions. Analysis of 479 genomes reconstructed from the biofilm metagenomes reveals novel biosynthetic gene clusters and CRISPR-Cas systems. Our data highlight the previously underestimated ocean microbial diversity, and allow mining novel microbial lineages and gene resources. © 2019, The Author(s).
- Published
- 2019
6. Bioprospecting desert plant Bacillus endophytic strains for their potential to enhance plant stress tolerance.
- Author
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Bokhari, Ameerah, Bokhari, Ameerah, Essack, Magbubah, Lafi, Feras F, Andres-Barrao, Cristina, Jalal, Rewaa, Alamoudi, Soha, Razali, Rozaimi, Alzubaidy, Hanin, Shah, Kausar H, Siddique, Shahid, Bajic, Vladimir B, Hirt, Heribert, Saad, Maged M, Bokhari, Ameerah, Bokhari, Ameerah, Essack, Magbubah, Lafi, Feras F, Andres-Barrao, Cristina, Jalal, Rewaa, Alamoudi, Soha, Razali, Rozaimi, Alzubaidy, Hanin, Shah, Kausar H, Siddique, Shahid, Bajic, Vladimir B, Hirt, Heribert, and Saad, Maged M
- Abstract
Plant growth-promoting bacteria (PGPB) are known to increase plant tolerance to several abiotic stresses, specifically those from dry and salty environments. In this study, we examined the endophyte bacterial community of five plant species growing in the Thar desert of Pakistan. Among a total of 368 culturable isolates, 58 Bacillus strains were identified from which the 16 most divergent strains were characterized for salt and heat stress resilience as well as antimicrobial and plant growth-promoting (PGP) activities. When the 16 Bacillus strains were tested on the non-host plant Arabidopsis thaliana, B. cereus PK6-15, B. subtilis PK5-26 and B. circulans PK3-109 significantly enhanced plant growth under salt stress conditions, doubling fresh weight levels when compared to uninoculated plants. B. circulans PK3-15 and PK3-109 did not promote plant growth under normal conditions, but increased plant fresh weight by more than 50% when compared to uninoculated plants under salt stress conditions, suggesting that these salt tolerant Bacillus strains exhibit PGP traits only in the presence of salt. Our data indicate that the collection of 58 plant endophytic Bacillus strains represents an important genomic resource to decipher plant growth promotion at the molecular level.
- Published
- 2019
7. Marine Biofilms Constitute a Bank of Hidden Microbial Diversity and Functional Potential
- Author
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Zhang, Weipeng LIFS, Ding, Wei, Li, Yongxin, Tam, Chun Kit, Bougouffa, Salim, Wang, Ruojun, Pei, Bite, Chiang, Ho Yin, Leung, Pok Man, Lu, Yanhong, Sun, Jin, Fu, He, Bajic, Vladimir B., Liu, Hongbin, Webster, Nicole S., Qian, Peiyuan, Zhang, Weipeng LIFS, Ding, Wei, Li, Yongxin, Tam, Chun Kit, Bougouffa, Salim, Wang, Ruojun, Pei, Bite, Chiang, Ho Yin, Leung, Pok Man, Lu, Yanhong, Sun, Jin, Fu, He, Bajic, Vladimir B., Liu, Hongbin, Webster, Nicole S., and Qian, Peiyuan
- Abstract
Recent big data analyses have illuminated marine microbial diversity from a global perspective, focusing on planktonic microorganisms. Here, we analyze 2.5 terabases of newly sequenced datasets and the Tara Oceans metagenomes to study the diversity of biofilm-forming marine microorganisms. We identify more than 7,300 biofilm-forming ‘species’ that are undetected in seawater analyses, increasing the known microbial diversity in the oceans by more than 20%, and provide evidence for differentiation across oceanic niches. Generation of a gene distribution profile reveals a functional core across the biofilms, comprised of genes from a variety of microbial phyla that may play roles in stress responses and microbe-microbe interactions. Analysis of 479 genomes reconstructed from the biofilm metagenomes reveals novel biosynthetic gene clusters and CRISPR-Cas systems. Our data highlight the previously underestimated ocean microbial diversity, and allow mining novel microbial lineages and gene resources. © 2019, The Author(s).
- Published
- 2019
8. Mining biosynthetic gene clusters in Virgibacillus genomes
- Author
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Othoum, Ghofran, Bougouffa, Salim, Bokhari, Ameerah, Lafi, Feras F., Gojobori, Takashi, Hirt, Heribert, Mijakovic, Ivan, Bajic, Vladimir B., Essack, Magbubah, Othoum, Ghofran, Bougouffa, Salim, Bokhari, Ameerah, Lafi, Feras F., Gojobori, Takashi, Hirt, Heribert, Mijakovic, Ivan, Bajic, Vladimir B., and Essack, Magbubah
- Abstract
Background: Biosynthetic gene clusters produce a wide range of metabolites with activities that are of interest to the pharmaceutical industry. Specific interest is shown towards those metabolites that exhibit antimicrobial activities against multidrug-resistant bacteria that have become a global health threat. Genera of the phylum Firmicutes are frequently identified as sources of such metabolites, but the biosynthetic potential of its Virgibacillus genus is not known. Here, we used comparative genomic analysis to determine whether Virgibacillus strains isolated from the Red Sea mangrove mud in Rabigh Harbor Lagoon, Saudi Arabia, may be an attractive source of such novel antimicrobial agents. Results: A comparative genomics analysis based on Virgibacillus dokdonensis Bac330, Virgibacillus sp. Bac332 and Virgibacillus halodenitrificans Bac324 (isolated from the Red Sea) and six other previously reported Virgibacillus strains was performed. Orthology analysis was used to determine the core genomes as well as the accessory genome of the nine Virgibacillus strains. The analysis shows that the Red Sea strain Virgibacillus sp. Bac332 has the highest number of unique genes and genomic islands compared to other genomes included in this study. Focusing on biosynthetic gene clusters, we show how marine isolates, including those from the Red Sea, are more enriched with nonribosomal peptides compared to the other Virgibacillus species. We also found that most nonribosomal peptide synthases identified in the Virgibacillus strains are part of genomic regions that are potentially horizontally transferred. Conclusions: The Red Sea Virgibacillus strains have a large number of biosynthetic genes in clusters that are not assigned to known products, indicating significant potential for the discovery of novel bioactive compounds. Also, having more modular synthetase units suggests that these strains are good candidates for experimental characterization of previously identified bioactiv
- Published
- 2019
9. Shared activity patterns arising at genetic susceptibility loci reveal underlying genomic and cellular architecture of human disease.
- Author
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Baillie, J Kenneth, Baillie, J Kenneth, Bretherick, Andrew, Haley, Christopher S, Clohisey, Sara, Gray, Alan, Neyton, Lucile PA, Barrett, Jeffrey, Stahl, Eli A, Tenesa, Albert, Andersson, Robin, Brown, J Ben, Faulkner, Geoffrey J, Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, IIBDGC Consortium, Mole, Damian, Bajic, Vladimir B, Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A, Hacohen, Nir, Freeman, Thomas C, Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair RR, Hume, David A, Baillie, J Kenneth, Baillie, J Kenneth, Bretherick, Andrew, Haley, Christopher S, Clohisey, Sara, Gray, Alan, Neyton, Lucile PA, Barrett, Jeffrey, Stahl, Eli A, Tenesa, Albert, Andersson, Robin, Brown, J Ben, Faulkner, Geoffrey J, Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, IIBDGC Consortium, Mole, Damian, Bajic, Vladimir B, Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A, Hacohen, Nir, Freeman, Thomas C, Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair RR, and Hume, David A
- Abstract
Genetic variants underlying complex traits, including disease susceptibility, are enriched within the transcriptional regulatory elements, promoters and enhancers. There is emerging evidence that regulatory elements associated with particular traits or diseases share similar patterns of transcriptional activity. Accordingly, shared transcriptional activity (coexpression) may help prioritise loci associated with a given trait, and help to identify underlying biological processes. Using cap analysis of gene expression (CAGE) profiles of promoter- and enhancer-derived RNAs across 1824 human samples, we have analysed coexpression of RNAs originating from trait-associated regulatory regions using a novel quantitative method (network density analysis; NDA). For most traits studied, phenotype-associated variants in regulatory regions were linked to tightly-coexpressed networks that are likely to share important functional characteristics. Coexpression provides a new signal, independent of phenotype association, to enable fine mapping of causative variants. The NDA coexpression approach identifies new genetic variants associated with specific traits, including an association between the regulation of the OCT1 cation transporter and genetic variants underlying circulating cholesterol levels. NDA strongly implicates particular cell types and tissues in disease pathogenesis. For example, distinct groupings of disease-associated regulatory regions implicate two distinct biological processes in the pathogenesis of ulcerative colitis; a further two separate processes are implicated in Crohn's disease. Thus, our functional analysis of genetic predisposition to disease defines new distinct disease endotypes. We predict that patients with a preponderance of susceptibility variants in each group are likely to respond differently to pharmacological therapy. Together, these findings enable a deeper biological understanding of the causal basis of complex traits.
- Published
- 2018
10. Genome Reduction in Psychromonas Species Within the Gut of an Amphipod From the Ocean's Deepest Point
- Author
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Zhang, Weipeng, Tian, Renmao, Sun, Jin, Bougouffa, Salim, Ding Wei, Cai, Lin, Lan, Yi, Tong Haoya, Li Yongxin, Jamieson, Alan J., Bajic, Vladimir B., Drazen, Jeffrey C., Bartlett, Douglas, Qian, Peiyuan, Zhang, Weipeng, Tian, Renmao, Sun, Jin, Bougouffa, Salim, Ding Wei, Cai, Lin, Lan, Yi, Tong Haoya, Li Yongxin, Jamieson, Alan J., Bajic, Vladimir B., Drazen, Jeffrey C., Bartlett, Douglas, and Qian, Peiyuan
- Abstract
Amphipods are the dominant scavenging metazoan species in the Mariana Trench, the deepest known point in Earth’s oceans. Here the gut microbiota of the amphipod Hirondellea gigas collected from the Challenger and Sirena Deeps of the Mariana Trench were investigated. The 11 amphipod individuals included for analyses were dominated by Psychromonas, of which a nearly complete genome was successfully recovered (designated CDP1). Compared with previously reported free-living Psychromonas strains, CDP1 has a highly reduced genome. Genome alignment showed deletion of the trimethylamine N-oxide (TMAO) reducing gene cluster in CDP1, suggesting that the “piezolyte” function of TMAO is more important than its function in respiration, which may lead to TMAO accumulation. In terms of nutrient utilization, the bacterium retains its central carbohydrate metabolism but lacks most of the extended carbohydrate utilization pathways, suggesting the confinement of Psychromonas to the host gut and sequestration from more variable environmental conditions. Moreover, CDP1 contains a complete formate hydrogenlyase complex, which might be involved in energy production. The genomic analyses imply that CDP1 may have developed adaptive strategies for a lifestyle within the gut of the hadal amphipod H. gigas.
- Published
- 2018
11. Genome Reduction in Psychromonas Species Within the Gut of an Amphipod From the Ocean's Deepest Point
- Author
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Zhang, Weipeng, Tian, Renmao, Sun, Jin, Bougouffa, Salim, Ding Wei, Cai, Lin, Lan, Yi, Tong Haoya, Li Yongxin, Jamieson, Alan J., Bajic, Vladimir B., Drazen, Jeffrey C., Bartlett, Douglas, Qian, Peiyuan, Zhang, Weipeng, Tian, Renmao, Sun, Jin, Bougouffa, Salim, Ding Wei, Cai, Lin, Lan, Yi, Tong Haoya, Li Yongxin, Jamieson, Alan J., Bajic, Vladimir B., Drazen, Jeffrey C., Bartlett, Douglas, and Qian, Peiyuan
- Abstract
Amphipods are the dominant scavenging metazoan species in the Mariana Trench, the deepest known point in Earth’s oceans. Here the gut microbiota of the amphipod Hirondellea gigas collected from the Challenger and Sirena Deeps of the Mariana Trench were investigated. The 11 amphipod individuals included for analyses were dominated by Psychromonas, of which a nearly complete genome was successfully recovered (designated CDP1). Compared with previously reported free-living Psychromonas strains, CDP1 has a highly reduced genome. Genome alignment showed deletion of the trimethylamine N-oxide (TMAO) reducing gene cluster in CDP1, suggesting that the “piezolyte” function of TMAO is more important than its function in respiration, which may lead to TMAO accumulation. In terms of nutrient utilization, the bacterium retains its central carbohydrate metabolism but lacks most of the extended carbohydrate utilization pathways, suggesting the confinement of Psychromonas to the host gut and sequestration from more variable environmental conditions. Moreover, CDP1 contains a complete formate hydrogenlyase complex, which might be involved in energy production. The genomic analyses imply that CDP1 may have developed adaptive strategies for a lifestyle within the gut of the hadal amphipod H. gigas.
- Published
- 2018
12. In silico exploration of Red Sea Bacillus genomes for natural product biosynthetic gene clusters
- Author
-
Ghofran, Othoum, Bougouffa, Salim, Razali, Rozaimi, Bokhari, Ameerah, Alamoundi, Soha, Antunes, André, Gao, Xin, Hoehndorf, Robert, Arold, Stefan T, Gojobori, Takashi, Hirt, Heribert, Mijakovic, Vladimir B, Mijakovic, Ivan, Bajic, Vladimir B, Lafi, Feras F, Essack, Magbubah, Ghofran, Othoum, Bougouffa, Salim, Razali, Rozaimi, Bokhari, Ameerah, Alamoundi, Soha, Antunes, André, Gao, Xin, Hoehndorf, Robert, Arold, Stefan T, Gojobori, Takashi, Hirt, Heribert, Mijakovic, Vladimir B, Mijakovic, Ivan, Bajic, Vladimir B, Lafi, Feras F, and Essack, Magbubah
- Abstract
The increasing spectrum of multidrug-resistant bacteria is a major global public health concern, necessitating discovery of novel antimicrobial agents. Here, members of the genus Bacillus are investigated asa potentially attractive source of novel antibiotics due to their broad spectrum of antimicrobial activities. We specifically focus on a computational analysis of the distinctive biosynthetic potential of Bacillus paralicheniformis strains isolated from the Red Sea, an ecosystem exposed to adverse, highly saline and hot conditions.
- Published
- 2018
13. Shared activity patterns arising at genetic susceptibility loci reveal underlying genomic and cellular architecture of human disease.
- Author
-
Baillie, J Kenneth, Bergmann, Sven1, Baillie, J Kenneth, Bretherick, Andrew, Haley, Christopher S, Clohisey, Sara, Gray, Alan, Neyton, Lucile PA, Barrett, Jeffrey, Stahl, Eli A, Tenesa, Albert, Andersson, Robin, Brown, J Ben, Faulkner, Geoffrey J, Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, IIBDGC Consortium, Mole, Damian, Bajic, Vladimir B, Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A, Hacohen, Nir, Freeman, Thomas C, Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair RR, Hume, David A, Baillie, J Kenneth, Bergmann, Sven1, Baillie, J Kenneth, Bretherick, Andrew, Haley, Christopher S, Clohisey, Sara, Gray, Alan, Neyton, Lucile PA, Barrett, Jeffrey, Stahl, Eli A, Tenesa, Albert, Andersson, Robin, Brown, J Ben, Faulkner, Geoffrey J, Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, IIBDGC Consortium, Mole, Damian, Bajic, Vladimir B, Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A, Hacohen, Nir, Freeman, Thomas C, Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair RR, and Hume, David A
- Abstract
Genetic variants underlying complex traits, including disease susceptibility, are enriched within the transcriptional regulatory elements, promoters and enhancers. There is emerging evidence that regulatory elements associated with particular traits or diseases share similar patterns of transcriptional activity. Accordingly, shared transcriptional activity (coexpression) may help prioritise loci associated with a given trait, and help to identify underlying biological processes. Using cap analysis of gene expression (CAGE) profiles of promoter- and enhancer-derived RNAs across 1824 human samples, we have analysed coexpression of RNAs originating from trait-associated regulatory regions using a novel quantitative method (network density analysis; NDA). For most traits studied, phenotype-associated variants in regulatory regions were linked to tightly-coexpressed networks that are likely to share important functional characteristics. Coexpression provides a new signal, independent of phenotype association, to enable fine mapping of causative variants. The NDA coexpression approach identifies new genetic variants associated with specific traits, including an association between the regulation of the OCT1 cation transporter and genetic variants underlying circulating cholesterol levels. NDA strongly implicates particular cell types and tissues in disease pathogenesis. For example, distinct groupings of disease-associated regulatory regions implicate two distinct biological processes in the pathogenesis of ulcerative colitis; a further two separate processes are implicated in Crohn's disease. Thus, our functional analysis of genetic predisposition to disease defines new distinct disease endotypes. We predict that patients with a preponderance of susceptibility variants in each group are likely to respond differently to pharmacological therapy. Together, these findings enable a deeper biological understanding of the causal basis of complex traits.
- Published
- 2018
14. Genome Reduction in Psychromonas Species Within the Gut of an Amphipod From the Ocean's Deepest Point
- Author
-
Zhang, Weipeng, Tian, Renmao, Sun, Jin, Bougouffa, Salim, Ding Wei, Cai, Lin, Lan, Yi, Tong Haoya, Li Yongxin, Jamieson, Alan J., Bajic, Vladimir B., Drazen, Jeffrey C., Bartlett, Douglas, Qian, Peiyuan, Zhang, Weipeng, Tian, Renmao, Sun, Jin, Bougouffa, Salim, Ding Wei, Cai, Lin, Lan, Yi, Tong Haoya, Li Yongxin, Jamieson, Alan J., Bajic, Vladimir B., Drazen, Jeffrey C., Bartlett, Douglas, and Qian, Peiyuan
- Abstract
Amphipods are the dominant scavenging metazoan species in the Mariana Trench, the deepest known point in Earth’s oceans. Here the gut microbiota of the amphipod Hirondellea gigas collected from the Challenger and Sirena Deeps of the Mariana Trench were investigated. The 11 amphipod individuals included for analyses were dominated by Psychromonas, of which a nearly complete genome was successfully recovered (designated CDP1). Compared with previously reported free-living Psychromonas strains, CDP1 has a highly reduced genome. Genome alignment showed deletion of the trimethylamine N-oxide (TMAO) reducing gene cluster in CDP1, suggesting that the “piezolyte” function of TMAO is more important than its function in respiration, which may lead to TMAO accumulation. In terms of nutrient utilization, the bacterium retains its central carbohydrate metabolism but lacks most of the extended carbohydrate utilization pathways, suggesting the confinement of Psychromonas to the host gut and sequestration from more variable environmental conditions. Moreover, CDP1 contains a complete formate hydrogenlyase complex, which might be involved in energy production. The genomic analyses imply that CDP1 may have developed adaptive strategies for a lifestyle within the gut of the hadal amphipod H. gigas.
- Published
- 2018
15. In silico exploration of Red Sea Bacillus genomes for natural product biosynthetic gene clusters
- Author
-
Ghofran, Othoum, Bougouffa, Salim, Razali, Rozaimi, Bokhari, Ameerah, Alamoundi, Soha, Antunes, André, Gao, Xin, Hoehndorf, Robert, Arold, Stefan T, Gojobori, Takashi, Hirt, Heribert, Mijakovic, Vladimir B, Mijakovic, Ivan, Bajic, Vladimir B, Lafi, Feras F, Essack, Magbubah, Ghofran, Othoum, Bougouffa, Salim, Razali, Rozaimi, Bokhari, Ameerah, Alamoundi, Soha, Antunes, André, Gao, Xin, Hoehndorf, Robert, Arold, Stefan T, Gojobori, Takashi, Hirt, Heribert, Mijakovic, Vladimir B, Mijakovic, Ivan, Bajic, Vladimir B, Lafi, Feras F, and Essack, Magbubah
- Abstract
The increasing spectrum of multidrug-resistant bacteria is a major global public health concern, necessitating discovery of novel antimicrobial agents. Here, members of the genus Bacillus are investigated asa potentially attractive source of novel antibiotics due to their broad spectrum of antimicrobial activities. We specifically focus on a computational analysis of the distinctive biosynthetic potential of Bacillus paralicheniformis strains isolated from the Red Sea, an ecosystem exposed to adverse, highly saline and hot conditions.
- Published
- 2018
16. Shared activity patterns arising at genetic susceptibility loci reveal underlying genomic and cellular architecture of human disease
- Author
-
Baillie, J. Kenneth, Bretherick, Andrew, Haley, Christopher S., Clohisey, Sara, Gray, Alan, Neyton, Lucile P. A., Barrett, Jeffrey, Stahl, Eli A., Tenesa, Albert, Andersson, Robin, Brown, J. Ben, Faulkner, Geoffrey J., Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, Mole, Damian, Bajic, Vladimir B., Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin Gustav, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A., Hacohen, Nir, Freeman, Thomas C., Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair R. R., Hume, David A., Baillie, J. Kenneth, Bretherick, Andrew, Haley, Christopher S., Clohisey, Sara, Gray, Alan, Neyton, Lucile P. A., Barrett, Jeffrey, Stahl, Eli A., Tenesa, Albert, Andersson, Robin, Brown, J. Ben, Faulkner, Geoffrey J., Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, Mole, Damian, Bajic, Vladimir B., Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin Gustav, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A., Hacohen, Nir, Freeman, Thomas C., Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair R. R., and Hume, David A.
- Abstract
Genetic variants underlying complex traits, including disease susceptibility, are enriched within the transcriptional regulatory elements, promoters and enhancers. There is emerging evidence that regulatory elements associated with particular traits or diseases share similar patterns of transcriptional activity. Accordingly, shared transcriptional activity (coexpression) may help prioritise loci associated with a given trait, and help to identify underlying biological processes. Using cap analysis of gene expression (CAGE) profiles of promoter- and enhancer-derived RNAs across 1824 human samples, we have analysed coexpression of RNAs originating from trait-associated regulatory regions using a novel quantitative method (network density analysis; NDA). For most traits studied, phenotype-associated variants in regulatory regions were linked to tightly-coexpressed networks that are likely to share important functional characteristics. Coexpression provides a new signal, independent of phenotype association, to enable fine mapping of causative variants. The NDA coexpression approach identifies new genetic variants associated with specific traits, including an association between the regulation of the OCT1 cation transporter and genetic variants underlying circulating cholesterol levels. NDA strongly implicates particular cell types and tissues in disease pathogenesis. For example, distinct groupings of disease-associated regulatory regions implicate two distinct biological processes in the pathogenesis of ulcerative colitis; a further two separate processes are implicated in Crohn's disease. Thus, our functional analysis of genetic predisposition to disease defines new distinct disease endotypes. We predict that patients with a preponderance of susceptibility variants in each group are likely to respond differently to pharmacological therapy. Together, these findings enable a deeper biological understanding of the causal basis of complex traits.
- Published
- 2018
17. BioPS: System for screening and assessment of biofuel-production potential of cyanobacteria
- Author
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Motwalli, Olaa, Essack, Magbubah, Salhi, Adil, Hanks, John, Mijakovic, Ivan, Bajic, Vladimir B., Motwalli, Olaa, Essack, Magbubah, Salhi, Adil, Hanks, John, Mijakovic, Ivan, and Bajic, Vladimir B.
- Abstract
Background Cyanobacteria are one of the target groups of organisms explored for production of free fatty acids (FFAs) as biofuel precursors. Experimental evaluation of cyanobacterial potential for FFA production is costly and time consuming. Thus, computational approaches for comparing and ranking cyanobacterial strains for their potential to produce biofuel based on the characteristics of their predicted proteomes can be of great importance. Results To enable such comparison and ranking, and to assist biotechnology developers and researchers in selecting strains more likely to be successfully engineered for the FFA production, we developed the Biofuel Producer Screen (BioPS) platform (http://www.cbrc. kaust.edu.sa/biops). BioPS relies on the estimation of the predicted proteome makeup of cyanobacterial strains to produce and secrete FFAs, based on the analysis of well-studied cyanobacterial strains with known FFA production profiles. The system links results back to various external repositories such as KEGG, UniProt and GOLD, making it easier for users to explore additional related information. Conclusion To our knowledge, BioPS is the first tool that screens and evaluates cyanobacterial strains for their potential to produce and secrete FFAs based on strain's predicted proteome characteristics, and rank strains based on that assessment. We believe that the availability of such a platform (comprising both a prediction tool and a repository of pre-evaluated stains) would be of interest to biofuel researchers. The BioPS system will be updated annually with information obtained from newly sequenced cyanobacterial genomes as they become available, as well as with new genes that impact FFA production or secretion.
- Published
- 2018
18. Shared activity patterns arising at genetic susceptibility loci reveal underlying genomic and cellular architecture of human disease
- Author
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Baillie, J. Kenneth, Bretherick, Andrew, Haley, Christopher S., Clohisey, Sara, Gray, Alan, Neyton, Lucile P. A., Barrett, Jeffrey, Stahl, Eli A., Tenesa, Albert, Andersson, Robin, Brown, J. Ben, Faulkner, Geoffrey J., Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, Mole, Damian, Bajic, Vladimir B., Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin Gustav, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A., Hacohen, Nir, Freeman, Thomas C., Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair R. R., Hume, David A., Baillie, J. Kenneth, Bretherick, Andrew, Haley, Christopher S., Clohisey, Sara, Gray, Alan, Neyton, Lucile P. A., Barrett, Jeffrey, Stahl, Eli A., Tenesa, Albert, Andersson, Robin, Brown, J. Ben, Faulkner, Geoffrey J., Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, Mole, Damian, Bajic, Vladimir B., Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin Gustav, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A., Hacohen, Nir, Freeman, Thomas C., Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair R. R., and Hume, David A.
- Abstract
Genetic variants underlying complex traits, including disease susceptibility, are enriched within the transcriptional regulatory elements, promoters and enhancers. There is emerging evidence that regulatory elements associated with particular traits or diseases share similar patterns of transcriptional activity. Accordingly, shared transcriptional activity (coexpression) may help prioritise loci associated with a given trait, and help to identify underlying biological processes. Using cap analysis of gene expression (CAGE) profiles of promoter- and enhancer-derived RNAs across 1824 human samples, we have analysed coexpression of RNAs originating from trait-associated regulatory regions using a novel quantitative method (network density analysis; NDA). For most traits studied, phenotype-associated variants in regulatory regions were linked to tightly-coexpressed networks that are likely to share important functional characteristics. Coexpression provides a new signal, independent of phenotype association, to enable fine mapping of causative variants. The NDA coexpression approach identifies new genetic variants associated with specific traits, including an association between the regulation of the OCT1 cation transporter and genetic variants underlying circulating cholesterol levels. NDA strongly implicates particular cell types and tissues in disease pathogenesis. For example, distinct groupings of disease-associated regulatory regions implicate two distinct biological processes in the pathogenesis of ulcerative colitis; a further two separate processes are implicated in Crohn's disease. Thus, our functional analysis of genetic predisposition to disease defines new distinct disease endotypes. We predict that patients with a preponderance of susceptibility variants in each group are likely to respond differently to pharmacological therapy. Together, these findings enable a deeper biological understanding of the causal basis of complex traits.
- Published
- 2018
19. In silico exploration of Red Sea Bacillus genomes for natural product biosynthetic gene clusters
- Author
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Othoum, Ghofran, Bougouffa, Salim, Razali, Rozaimi, Bokhari, Ameerah, Alamoudi, Soha, Antunes, André, Gao, Xin, Hoehndorf, Robert, Arold, Stefan T., Gojobori, Takashi, Hirt, Heribert, Mijakovic, Ivan, Bajic, Vladimir B., Lafi, Feras F., Essack, Magbubah, Othoum, Ghofran, Bougouffa, Salim, Razali, Rozaimi, Bokhari, Ameerah, Alamoudi, Soha, Antunes, André, Gao, Xin, Hoehndorf, Robert, Arold, Stefan T., Gojobori, Takashi, Hirt, Heribert, Mijakovic, Ivan, Bajic, Vladimir B., Lafi, Feras F., and Essack, Magbubah
- Abstract
Background: The increasing spectrum of multidrug-resistant bacteria is a major global public health concern, necessitating discovery of novel antimicrobial agents. Here, members of the genus Bacillus are investigated as a potentially attractive source of novel antibiotics due to their broad spectrum of antimicrobial activities. We specifically focus on a computational analysis of the distinctive biosynthetic potential of Bacillus paralicheniformis strains isolated from the Red Sea, an ecosystem exposed to adverse, highly saline and hot conditions. Results: We report the complete circular and annotated genomes of two Red Sea strains, B. paralicheniformis Bac48 isolated from mangrove mud and B. paralicheniformis Bac84 isolated from microbial mat collected from Rabigh Harbor Lagoon in Saudi Arabia. Comparing the genomes of B. paralicheniformis Bac48 and B. paralicheniformis Bac84 with nine publicly available complete genomes of B. licheniformis and three genomes of B. paralicheniformis, revealed that all of the B. paralicheniformis strains in this study are more enriched in nonribosomal peptides (NRPs). We further report the first computationally identified trans-acyltransferase (trans-AT) nonribosomal peptide synthetase/ polyketide synthase (PKS/ NRPS) cluster in strains of this species. Conclusions: B. paralicheniformis species have more genes associated with biosynthesis of antimicrobial bioactive compounds than other previously characterized species of B. licheniformis, which suggests that these species are better potential sources for novel antibiotics. Moreover, the genome of the Red Sea strain B. paralicheniformis Bac48 is more enriched in modular PKS genes compared to B. licheniformis strains and other B. paralicheniformis strains. This may be linked to adaptations that strains surviving in the Red Sea underwent to survive in the relatively hot and saline ecosystem
- Published
- 2018
20. Building a bio-based industry in the Middle East through harnessing the potential of the Red Sea biodiversity
- Author
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Nielsen, Jens, Archer, John, Essack, Magbubah, Bajic, Vladimir B., Gojobori, Takashi, Mijakovic, Ivan, Nielsen, Jens, Archer, John, Essack, Magbubah, Bajic, Vladimir B., Gojobori, Takashi, and Mijakovic, Ivan
- Abstract
The incentive for developing microbial cell factories for production of fuels and chemicals comes from the ability of microbes to deliver these valuable compounds at a reduced cost and with a smaller environmental impact compared to the analogous chemical synthesis. Another crucial advantage of microbes is their great biological diversity, which offers a much larger "catalog" of molecules than the one obtainable by chemical synthesis. Adaptation to different environments is one of the important drives behind microbial diversity. We argue that the Red Sea, which is a rather unique marine niche, represents a remarkable source of biodiversity that can be geared towards economical and sustainable bioproduction processes in the local area and can be competitive in the international bio-based economy. Recent bioprospecting studies, conducted by the King Abdullah University of Science and Technology, have established important leads on the Red Sea biological potential, with newly isolated strains of Bacilli and Cyanobacteria. We argue that these two groups of local organisms are currently most promising in terms of developing cell factories, due to their ability to operate in saline conditions, thus reducing the cost of desalination and sterilization. The ability of Cyanobacteria to perform photosynthesis can be fully exploited in this particular environment with one of the highest levels of irradiation on the planet. We highlight the importance of new experimental and in silico methodologies needed to overcome the hurdles of developing efficient cell factories from the Red Sea isolates., QC 20170705
- Published
- 2017
- Full Text
- View/download PDF
21. Draft genome sequence of Enterobacter sp. Sa187, an endophytic bacterium isolated from the desert plant Indigofera argentea
- Author
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Lafi, Feras F., Alam, Intikhab, Geurts, Rene, Bisseling, Ton, Bajic, Vladimir B., Hirt, Heribert, Saad, Maged M., Lafi, Feras F., Alam, Intikhab, Geurts, Rene, Bisseling, Ton, Bajic, Vladimir B., Hirt, Heribert, and Saad, Maged M.
- Abstract
Enterobacter sp. Sa187 is a plant endophytic bacterium, isolated from root nodules of the desert plant Indigofera argentea, collected from the Jizan region of Saudi Arabia. Here, we report the genome sequence of Sa187, highlighting several genes involved in plant growth-promoting activity and environmental adaption.
- Published
- 2017
22. Draft genome sequence of Ochrobactrum intermedium strain SA148, a plant growth-promoting desert rhizobacterium
- Author
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Lafi, Feras F., Alam, Intikhab, Geurts, Rene, Bisseling, Ton, Bajic, Vladimir B., Hirt, Heribert, Saad, Maged M., Lafi, Feras F., Alam, Intikhab, Geurts, Rene, Bisseling, Ton, Bajic, Vladimir B., Hirt, Heribert, and Saad, Maged M.
- Abstract
Ochrobactrum intermedium strain SA148 is a plant growth-promoting bacterium isolated from sandy soil in the Jizan area of Saudi Arabia. Here, we report the 4.9-Mb draft genome sequence of this strain, highlighting different pathways characteristic of plant growth promotion activity and environmental adaptation of SA148.
- Published
- 2017
23. Draft genome sequence of the plant growth-promoting rhizobacterium Acinetobacter radioresistens strain SA188 isolated from the desert plant Indigofera argentea
- Author
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Lafi, Feras F., Alam, Intikhab, Bisseling, Ton, Geurts, Rene, Bajic, Vladimir B., Hirt, Heribert, Saad, Maged M., Lafi, Feras F., Alam, Intikhab, Bisseling, Ton, Geurts, Rene, Bajic, Vladimir B., Hirt, Heribert, and Saad, Maged M.
- Abstract
Acinetobacter radioresistens strain SA188 is a plant endophytic bacterium, isolated from root nodules of the desert plants Indigofera spp., collected in Jizan, Saudi Arabia. Here, we report the 3.2-Mb draft genome sequence of strain SA188, highlighting characteristic pathways for plant growth-promoting activity and environmental adaptation.
- Published
- 2017
24. Building a bio-based industry in the Middle East through harnessing the potential of the Red Sea biodiversity
- Author
-
Nielsen, Jens, Archer, John, Essack, Magbubah, Bajic, Vladimir B., Gojobori, Takashi, Mijakovic, Ivan, Nielsen, Jens, Archer, John, Essack, Magbubah, Bajic, Vladimir B., Gojobori, Takashi, and Mijakovic, Ivan
- Abstract
The incentive for developing microbial cell factories for production of fuels and chemicals comes from the ability of microbes to deliver these valuable compounds at a reduced cost and with a smaller environmental impact compared to the analogous chemical synthesis. Another crucial advantage of microbes is their great biological diversity, which offers a much larger “catalog” of molecules than the one obtainable by chemical synthesis. Adaptation to different environments is one of the important drives behind microbial diversity. We argue that the Red Sea, which is a rather unique marine niche, represents a remarkable source of biodiversity that can be geared towards economical and sustainable bioproduction processes in the local area and can be competitive in the international bio-based economy. Recent bioprospecting studies, conducted by the King Abdullah University of Science and Technology, have established important leads on the Red Sea biological potential, with newly isolated strains of Bacilli and Cyanobacteria. We argue that these two groups of local organisms are currently most promising in terms of developing cell factories, due to their ability to operate in saline conditions, thus reducing the cost of desalination and sterilization. The ability of Cyanobacteria to perform photosynthesis can be fully exploited in this particular environment with one of the highest levels of irradiation on the planet. We highlight the importance of new experimental and in silico methodologies needed to overcome the hurdles of developing efficient cell factories from the Red Sea isolates.
- Published
- 2017
25. Draft genome of an Aerophobetes bacterium reveals a facultative lifestyle in deep-sea anaerobic sediments
- Author
-
Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., Qian, Pei-Yuan, Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., and Qian, Pei-Yuan
- Abstract
Aerophobetes (or CD12) is a recently defined bacterial phylum, of which the metabolic processes and ecological importance remain unclear. In the present study, we obtained the draft genome of an Aerophobetes bacterium TCS1 from saline sediment near the Thuwal cold seep in the Red Sea using a genome binning method. Analysis of 16S rRNA genes of TCS1 and close relatives revealed wide distribution of Aerophobetes in deep-sea sediments. Phylogenetic relationships showed affinity between Aerophobetes TCS1 and some thermophilic bacterial phyla. The genome of TCS1 (at least 1.27 Mbp) contains a full set of genes encoding core metabolic pathways, including glycolysis and pyruvate fermentation to produce acetyl-CoA and acetate. The identification of cross-membrane sugar transporter genes further indicates its potential ability to consume carbohydrates preserved in the sediment under the microbial mat. Aerophobetes bacterium TCS1 therefore probably carried out saccharolytic and fermentative metabolism. The genes responsible for autotrophic synthesis of acetyl-CoA via the Wood-Ljungdahl pathway were also found in the genome. Phylogenetic study of the essential genes for the Wood-Ljungdahl pathway implied relative independence of Aerophobetes bacterium from the known acetogens and methanogens. Compared with genomes of acetogenic bacteria, Aerophobetes bacterium TCS1 genome lacks the genes involved in nitrogen metabolism, sulfur metabolism, signal transduction and cell motility. The metabolic activities of TCS1 might depend on geochemical conditions such as supplies of CO2, hydrogen and sugars, and therefore the TCS1 might be a facultative bacterium in anaerobic saline sediments near cold seeps.
- Published
- 2016
26. Delta-proteobacterial SAR324 group in hydrothermal plumes on the South Mid-Atlantic Ridge
- Author
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Cao, Huiluo, Dong, Chunming, Bougouffa, Salim, Li, Jiangtao, Zhang, Weipeng, Shao, Zongze, Bajic, Vladimir B., Qian, Peiyuan, Cao, Huiluo, Dong, Chunming, Bougouffa, Salim, Li, Jiangtao, Zhang, Weipeng, Shao, Zongze, Bajic, Vladimir B., and Qian, Peiyuan
- Abstract
In the dark ocean, the SAR324 group of Delta-proteobacteria has been associated with a chemolithotrophic lifestyle. However, their electron transport chain for energy generation and information system has not yet been well characterized. In the present study, four SAR324 draft genomes were extracted from metagenomes sampled from hydrothermal plumes in the South Mid-Atlantic Ridge. We describe novel electron transport chain components in the SAR324 group, particularly the alternative complex III, which is involved in energy generation. Moreover, we propose that the C-type cytochrome, for example the C553, may play a novel role in electron transfer, adding to our knowledge regarding the energy generation process in the SAR324 cluster. The central carbon metabolism in the described SAR324 genomes exhibits several new features other than methanotrophy e.g. aromatic compound degradation. This suggests that methane oxidation may not be the main central carbon metabolism component in SAR324 cluster bacteria. The reductive acetyl-CoA pathway may potentially be essential in carbon fixation due to the absence of components from the Calvin-Benson cycle. Our study provides insight into the role of recombination events in shaping the genome of the SAR324 group based on a larger number of repeat regions observed, which has been overlooked thus far.
- Published
- 2016
27. Draft genome of an Aerophobetes bacterium reveals a facultative lifestyle in deep-sea anaerobic sediments
- Author
-
Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., Qian, Pei-Yuan, Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., and Qian, Pei-Yuan
- Abstract
Aerophobetes (or CD12) is a recently defined bacterial phylum, of which the metabolic processes and ecological importance remain unclear. In the present study, we obtained the draft genome of an Aerophobetes bacterium TCS1 from saline sediment near the Thuwal cold seep in the Red Sea using a genome binning method. Analysis of 16S rRNA genes of TCS1 and close relatives revealed wide distribution of Aerophobetes in deep-sea sediments. Phylogenetic relationships showed affinity between Aerophobetes TCS1 and some thermophilic bacterial phyla. The genome of TCS1 (at least 1.27 Mbp) contains a full set of genes encoding core metabolic pathways, including glycolysis and pyruvate fermentation to produce acetyl-CoA and acetate. The identification of cross-membrane sugar transporter genes further indicates its potential ability to consume carbohydrates preserved in the sediment under the microbial mat. Aerophobetes bacterium TCS1 therefore probably carried out saccharolytic and fermentative metabolism. The genes responsible for autotrophic synthesis of acetyl-CoA via the Wood-Ljungdahl pathway were also found in the genome. Phylogenetic study of the essential genes for the Wood-Ljungdahl pathway implied relative independence of Aerophobetes bacterium from the known acetogens and methanogens. Compared with genomes of acetogenic bacteria, Aerophobetes bacterium TCS1 genome lacks the genes involved in nitrogen metabolism, sulfur metabolism, signal transduction and cell motility. The metabolic activities of TCS1 might depend on geochemical conditions such as supplies of CO2, hydrogen and sugars, and therefore the TCS1 might be a facultative bacterium in anaerobic saline sediments near cold seeps.
- Published
- 2016
28. Delta-proteobacterial SAR324 group in hydrothermal plumes on the South Mid-Atlantic Ridge
- Author
-
Cao, Huiluo, Dong, Chunming, Bougouffa, Salim, Li, Jiangtao, Zhang, Weipeng, Shao, Zongze, Bajic, Vladimir B., Qian, Peiyuan, Cao, Huiluo, Dong, Chunming, Bougouffa, Salim, Li, Jiangtao, Zhang, Weipeng, Shao, Zongze, Bajic, Vladimir B., and Qian, Peiyuan
- Abstract
In the dark ocean, the SAR324 group of Delta-proteobacteria has been associated with a chemolithotrophic lifestyle. However, their electron transport chain for energy generation and information system has not yet been well characterized. In the present study, four SAR324 draft genomes were extracted from metagenomes sampled from hydrothermal plumes in the South Mid-Atlantic Ridge. We describe novel electron transport chain components in the SAR324 group, particularly the alternative complex III, which is involved in energy generation. Moreover, we propose that the C-type cytochrome, for example the C553, may play a novel role in electron transfer, adding to our knowledge regarding the energy generation process in the SAR324 cluster. The central carbon metabolism in the described SAR324 genomes exhibits several new features other than methanotrophy e.g. aromatic compound degradation. This suggests that methane oxidation may not be the main central carbon metabolism component in SAR324 cluster bacteria. The reductive acetyl-CoA pathway may potentially be essential in carbon fixation due to the absence of components from the Calvin-Benson cycle. Our study provides insight into the role of recombination events in shaping the genome of the SAR324 group based on a larger number of repeat regions observed, which has been overlooked thus far.
- Published
- 2016
29. Draft genome of an Aerophobetes bacterium reveals a facultative lifestyle in deep-sea anaerobic sediments
- Author
-
Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., Qian, Pei-Yuan, Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., and Qian, Pei-Yuan
- Abstract
Aerophobetes (or CD12) is a recently defined bacterial phylum, of which the metabolic processes and ecological importance remain unclear. In the present study, we obtained the draft genome of an Aerophobetes bacterium TCS1 from saline sediment near the Thuwal cold seep in the Red Sea using a genome binning method. Analysis of 16S rRNA genes of TCS1 and close relatives revealed wide distribution of Aerophobetes in deep-sea sediments. Phylogenetic relationships showed affinity between Aerophobetes TCS1 and some thermophilic bacterial phyla. The genome of TCS1 (at least 1.27 Mbp) contains a full set of genes encoding core metabolic pathways, including glycolysis and pyruvate fermentation to produce acetyl-CoA and acetate. The identification of cross-membrane sugar transporter genes further indicates its potential ability to consume carbohydrates preserved in the sediment under the microbial mat. Aerophobetes bacterium TCS1 therefore probably carried out saccharolytic and fermentative metabolism. The genes responsible for autotrophic synthesis of acetyl-CoA via the Wood-Ljungdahl pathway were also found in the genome. Phylogenetic study of the essential genes for the Wood-Ljungdahl pathway implied relative independence of Aerophobetes bacterium from the known acetogens and methanogens. Compared with genomes of acetogenic bacteria, Aerophobetes bacterium TCS1 genome lacks the genes involved in nitrogen metabolism, sulfur metabolism, signal transduction and cell motility. The metabolic activities of TCS1 might depend on geochemical conditions such as supplies of CO2, hydrogen and sugars, and therefore the TCS1 might be a facultative bacterium in anaerobic saline sediments near cold seeps.
- Published
- 2016
30. Bioprospecting Red Sea Coastal Ecosystems for Culturable Microorganisms and Their Antimicrobial Potential
- Author
-
Al-Amoudi, Soha, Essack, Magbubah, Simões, Marta Filipa, Bougouffa, Salim, Soloviev, Irina, Archer, John A. C., Lafi, Feras F., Bajic, Vladimir B., Al-Amoudi, Soha, Essack, Magbubah, Simões, Marta Filipa, Bougouffa, Salim, Soloviev, Irina, Archer, John A. C., Lafi, Feras F., and Bajic, Vladimir B.
- Abstract
Microorganisms that inhabit unchartered unique soil such as in the highly saline and hot Red Sea lagoons on the Saudi Arabian coastline, represent untapped sources of potentially new bioactive compounds. In this study, a culture-dependent approach was applied to three types of sediments: mangrove mud (MN), microbial mat (MM), and barren soil (BS), collected from Rabigh harbor lagoon (RHL) and Al-Kharrar lagoon (AKL). The isolated bacteria were evaluated for their potential to produce bioactive compounds. The phylogenetic characterization of 251 bacterial isolates based on the 16S rRNA gene sequencing, supported their assignment to five different phyla: Proteobacteria, Firmicutes, Actinobacteria, Bacteroidetes, and Planctomycetes. Fifteen putative novel species were identified based on a 16S rRNA gene sequence similarity to other strain sequences in the NCBI database, being 98%. We demonstrate that 49 of the 251 isolates exhibit the potential to produce antimicrobial compounds. Additionally, at least one type of biosynthetic gene sequence, responsible for the synthesis of secondary metabolites, was recovered from 25 of the 49 isolates. Moreover, 10 of the isolates had a growth inhibition effect towards Staphylococcus aureus, Salmonella typhimurium and Pseudomonas syringae. We report the previously unknown antimicrobial activity of B. borstelensis, P. dendritiformis and M. salipaludis against all three indicator pathogens. Our study demonstrates the evidence of diverse cultured microbes associated with the Red Sea harbor/lagoon environments and their potential to produce antimicrobial compounds.
- Published
- 2016
31. Rhizosphere microbiome metagenomics of gray mangroves (Avicennia marina) in the Red Sea
- Author
-
Alzubaidy, Hanin, Essack, Magbubah, Malas, Tareq B, Bokhari, Ameerah, Motwalli, Olaa, Kamanu, Frederick Kinyua, Jamhor, Suhaiza Ahmad, Mokhtar, Noor-Azlin, Antunes, André, Simões, Marta Filipa, Alam, Intikhab, Bougouffa, Salim, Lafi, Feras F, Bajic, Vladimir B, Archer, John A C, Alzubaidy, Hanin, Essack, Magbubah, Malas, Tareq B, Bokhari, Ameerah, Motwalli, Olaa, Kamanu, Frederick Kinyua, Jamhor, Suhaiza Ahmad, Mokhtar, Noor-Azlin, Antunes, André, Simões, Marta Filipa, Alam, Intikhab, Bougouffa, Salim, Lafi, Feras F, Bajic, Vladimir B, and Archer, John A C
- Abstract
Mangroves are unique, and endangered, coastal ecosystems that play a vital role in the tropical and subtropical environments. A comprehensive description of the microbial communities in these ecosystems is currently lacking, and additional studies are required to have a complete understanding of the functioning and resilience of mangroves worldwide. In this work, we carried out a metagenomic study by comparing the microbial community of mangrove sediment with the rhizosphere microbiome of Avicennia marina, in northern Red Sea mangroves, along the coast of Saudi Arabia. Our results revealed that rhizosphere samples presented similar profiles at the taxonomic and functional levels and differentiated from the microbiome of bulk soil controls. Overall, samples showed predominance by Proteobacteria, Bacteroidetes and Firmicutes, with high abundance of sulfate reducers and methanogens, although specific groups were selectively enriched in the rhizosphere. Functional analysis showed significant enrichment in ‘metabolism of aromatic compounds’, ‘mobile genetic elements’, ‘potassium metabolism’ and ‘pathways that utilize osmolytes’ in the rhizosphere microbiomes. To our knowledge, this is the first metagenomic study on the microbiome of mangroves in the Red Sea, and the first application of unbiased 454-pyrosequencing to study the rhizosphere microbiome associated with A. marina. Our results provide the first insights into the range of functions and microbial diversity in the rhizosphere and soil sediments of gray mangrove (A. marina) in the Red Sea.
- Published
- 2016
32. Delta-proteobacterial SAR324 group in hydrothermal plumes on the South Mid-Atlantic Ridge
- Author
-
Cao, Huiluo, Dong, Chunming, Bougouffa, Salim, Li, Jiangtao, Zhang, Weipeng, Shao, Zongze, Bajic, Vladimir B., Qian, Peiyuan, Cao, Huiluo, Dong, Chunming, Bougouffa, Salim, Li, Jiangtao, Zhang, Weipeng, Shao, Zongze, Bajic, Vladimir B., and Qian, Peiyuan
- Abstract
In the dark ocean, the SAR324 group of Delta-proteobacteria has been associated with a chemolithotrophic lifestyle. However, their electron transport chain for energy generation and information system has not yet been well characterized. In the present study, four SAR324 draft genomes were extracted from metagenomes sampled from hydrothermal plumes in the South Mid-Atlantic Ridge. We describe novel electron transport chain components in the SAR324 group, particularly the alternative complex III, which is involved in energy generation. Moreover, we propose that the C-type cytochrome, for example the C553, may play a novel role in electron transfer, adding to our knowledge regarding the energy generation process in the SAR324 cluster. The central carbon metabolism in the described SAR324 genomes exhibits several new features other than methanotrophy e.g. aromatic compound degradation. This suggests that methane oxidation may not be the main central carbon metabolism component in SAR324 cluster bacteria. The reductive acetyl-CoA pathway may potentially be essential in carbon fixation due to the absence of components from the Calvin-Benson cycle. Our study provides insight into the role of recombination events in shaping the genome of the SAR324 group based on a larger number of repeat regions observed, which has been overlooked thus far.
- Published
- 2016
33. Draft genome of an Aerophobetes bacterium reveals a facultative lifestyle in deep-sea anaerobic sediments
- Author
-
Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., Qian, Pei-Yuan, Wang, Yong, Gao, Zhaoming, Li, Jiang-Tao, Bougouffa, Salim, Tian, Renmao, Bajic, Vladimir B., and Qian, Pei-Yuan
- Abstract
Aerophobetes (or CD12) is a recently defined bacterial phylum, of which the metabolic processes and ecological importance remain unclear. In the present study, we obtained the draft genome of an Aerophobetes bacterium TCS1 from saline sediment near the Thuwal cold seep in the Red Sea using a genome binning method. Analysis of 16S rRNA genes of TCS1 and close relatives revealed wide distribution of Aerophobetes in deep-sea sediments. Phylogenetic relationships showed affinity between Aerophobetes TCS1 and some thermophilic bacterial phyla. The genome of TCS1 (at least 1.27 Mbp) contains a full set of genes encoding core metabolic pathways, including glycolysis and pyruvate fermentation to produce acetyl-CoA and acetate. The identification of cross-membrane sugar transporter genes further indicates its potential ability to consume carbohydrates preserved in the sediment under the microbial mat. Aerophobetes bacterium TCS1 therefore probably carried out saccharolytic and fermentative metabolism. The genes responsible for autotrophic synthesis of acetyl-CoA via the Wood-Ljungdahl pathway were also found in the genome. Phylogenetic study of the essential genes for the Wood-Ljungdahl pathway implied relative independence of Aerophobetes bacterium from the known acetogens and methanogens. Compared with genomes of acetogenic bacteria, Aerophobetes bacterium TCS1 genome lacks the genes involved in nitrogen metabolism, sulfur metabolism, signal transduction and cell motility. The metabolic activities of TCS1 might depend on geochemical conditions such as supplies of CO2, hydrogen and sugars, and therefore the TCS1 might be a facultative bacterium in anaerobic saline sediments near cold seeps.
- Published
- 2016
34. Bioprospecting Red Sea Coastal Ecosystems for Culturable Microorganisms and Their Antimicrobial Potential
- Author
-
Al-Amoudi, Soha, Essack, Magbubah, Simões, Marta Filipa, Bougouffa, Salim, Soloviev, Irina, Archer, John A. C., Lafi, Feras F., Bajic, Vladimir B., Al-Amoudi, Soha, Essack, Magbubah, Simões, Marta Filipa, Bougouffa, Salim, Soloviev, Irina, Archer, John A. C., Lafi, Feras F., and Bajic, Vladimir B.
- Abstract
Microorganisms that inhabit unchartered unique soil such as in the highly saline and hot Red Sea lagoons on the Saudi Arabian coastline, represent untapped sources of potentially new bioactive compounds. In this study, a culture-dependent approach was applied to three types of sediments: mangrove mud (MN), microbial mat (MM), and barren soil (BS), collected from Rabigh harbor lagoon (RHL) and Al-Kharrar lagoon (AKL). The isolated bacteria were evaluated for their potential to produce bioactive compounds. The phylogenetic characterization of 251 bacterial isolates based on the 16S rRNA gene sequencing, supported their assignment to five different phyla: Proteobacteria, Firmicutes, Actinobacteria, Bacteroidetes, and Planctomycetes. Fifteen putative novel species were identified based on a 16S rRNA gene sequence similarity to other strain sequences in the NCBI database, being 98%. We demonstrate that 49 of the 251 isolates exhibit the potential to produce antimicrobial compounds. Additionally, at least one type of biosynthetic gene sequence, responsible for the synthesis of secondary metabolites, was recovered from 25 of the 49 isolates. Moreover, 10 of the isolates had a growth inhibition effect towards Staphylococcus aureus, Salmonella typhimurium and Pseudomonas syringae. We report the previously unknown antimicrobial activity of B. borstelensis, P. dendritiformis and M. salipaludis against all three indicator pathogens. Our study demonstrates the evidence of diverse cultured microbes associated with the Red Sea harbor/lagoon environments and their potential to produce antimicrobial compounds.
- Published
- 2016
35. Rhizosphere microbiome metagenomics of gray mangroves (Avicennia marina) in the Red Sea
- Author
-
Alzubaidy, Hanin, Essack, Magbubah, Malas, Tareq B, Bokhari, Ameerah, Motwalli, Olaa, Kamanu, Frederick Kinyua, Jamhor, Suhaiza Ahmad, Mokhtar, Noor-Azlin, Antunes, André, Simões, Marta Filipa, Alam, Intikhab, Bougouffa, Salim, Lafi, Feras F, Bajic, Vladimir B, Archer, John A C, Alzubaidy, Hanin, Essack, Magbubah, Malas, Tareq B, Bokhari, Ameerah, Motwalli, Olaa, Kamanu, Frederick Kinyua, Jamhor, Suhaiza Ahmad, Mokhtar, Noor-Azlin, Antunes, André, Simões, Marta Filipa, Alam, Intikhab, Bougouffa, Salim, Lafi, Feras F, Bajic, Vladimir B, and Archer, John A C
- Abstract
Mangroves are unique, and endangered, coastal ecosystems that play a vital role in the tropical and subtropical environments. A comprehensive description of the microbial communities in these ecosystems is currently lacking, and additional studies are required to have a complete understanding of the functioning and resilience of mangroves worldwide. In this work, we carried out a metagenomic study by comparing the microbial community of mangrove sediment with the rhizosphere microbiome of Avicennia marina, in northern Red Sea mangroves, along the coast of Saudi Arabia. Our results revealed that rhizosphere samples presented similar profiles at the taxonomic and functional levels and differentiated from the microbiome of bulk soil controls. Overall, samples showed predominance by Proteobacteria, Bacteroidetes and Firmicutes, with high abundance of sulfate reducers and methanogens, although specific groups were selectively enriched in the rhizosphere. Functional analysis showed significant enrichment in ‘metabolism of aromatic compounds’, ‘mobile genetic elements’, ‘potassium metabolism’ and ‘pathways that utilize osmolytes’ in the rhizosphere microbiomes. To our knowledge, this is the first metagenomic study on the microbiome of mangroves in the Red Sea, and the first application of unbiased 454-pyrosequencing to study the rhizosphere microbiome associated with A. marina. Our results provide the first insights into the range of functions and microbial diversity in the rhizosphere and soil sediments of gray mangrove (A. marina) in the Red Sea.
- Published
- 2016
36. Draft Genome Sequence of the Phosphate-Solubilizing Bacterium Pseudomonas argentinensis Strain SA190 Isolated from the Desert Plant Indigofera argentea
- Author
-
Lafi, Feras F., Alam, Intikhab, Geurts, R., Bisseling, A.H.J., Bajic, Vladimir B., Hirt, Heribert, Saad, Maged M., Lafi, Feras F., Alam, Intikhab, Geurts, R., Bisseling, A.H.J., Bajic, Vladimir B., Hirt, Heribert, and Saad, Maged M.
- Abstract
Pseudomonas argentinensis strain SA190 is a plant endophytic-inhabiting bacterium that was isolated from root nodules of the desert plant Indigofera argentea collected from the Jizan region of Saudi Arabia. Here, we report the genome sequence of SA190, highlighting several functional genes related to plant growth–promoting activity, environment adaption, and antifungal activity.
- Published
- 2016
37. Hepatic Proteomic Responses in Marine Medaka (Oryzias melastigma) Chronically Exposed to Antifouling Compound Butenolide [5-octylfuran-2(5H)-one] or 4,5-Dichloro-2-N-Octyl-4-Isothiazolin-3-One (DCOIT)
- Author
-
Chen, Lianguo, Sun, Jin, Zhang, Huoming, Au, Doris W.T., Lam, Paul K.S., Zhang, Weipeng, Bajic, Vladimir B., Qiu, Jianwen, Qian, Peiyuan, Chen, Lianguo, Sun, Jin, Zhang, Huoming, Au, Doris W.T., Lam, Paul K.S., Zhang, Weipeng, Bajic, Vladimir B., Qiu, Jianwen, and Qian, Peiyuan
- Abstract
The pollution of antifoulant SeaNine 211, with 4,5-dichloro-2-n-octyl-4-isothiazolin-3-one (DCOIT) as active ingredient, in coastal environment raises concerns on its adverse effects, including endocrine disruption and impairment of reproductive function in marine organisms. In the present study, we investigated the hepatic protein expression profiles of both male and female marine medaka (Oryzias melastigma) exposed to low concentrations of DCOIT at 2.55 mu g/L (0.009 mu M) or butenolide, a promising antifouling agent, at 2.31 mu g/L (0.012 mu M) for 28 days. The results showed that proteins involved in phase I (CYP450 enzyme) metabolism, phase II (UDPGT and GST) conjugation as well as mobilization of retinoid storage, an effective nonenzymatic antioxidant, were consistently up-regulated, possibly facilitating the accelerated detoxification of butenolide. Increased synthesis of bile acid would promote the immediate excretion of butenolide metabolites. Activation of fatty acid beta-oxidation and ATP synthesis were consistent with elevated energy consumption for butenolide degradation and excretion. However, DCOIT did not significantly affect the detoxification system of male medaka, but induced a marked increase of vitellogenin (VTG) by 2.3-fold in the liver of male medaka, suggesting that there is estrogenic activity of DCOIT in endocrine disruption. Overall, this study identified the molecular mechanisms and provided sensitive biomarkers characteristic of butenolide and DCOIT in the liver of marine medaka. The low concentrations of butenolide and DCOIT used in the exposure regimes highlight the needs for systematic evaluation of their environmental risk. In addition, the potent estrogenic activity of DCOIT should be considered in the continued applications of SeaNine 211.
- Published
- 2015
38. Synchronized Dynamics of Bacterial Niche-specific Functions During Biofilm Development in a Cold Seep Brine Pool
- Author
-
Zhang, Weipeng, Wang, Yong, Bougouffa, Salim, Tian, Renmao, Cao, Huiluo, Li, Yongxin, Cai, Lin, Wong, Yue Him, Zhang, Gen, Zhou, Guowei, Zhang, Xixiang, Bajic, Vladimir B., Al-suwailem, Abdulaziz, Qian, Peiyuan, Zhang, Weipeng, Wang, Yong, Bougouffa, Salim, Tian, Renmao, Cao, Huiluo, Li, Yongxin, Cai, Lin, Wong, Yue Him, Zhang, Gen, Zhou, Guowei, Zhang, Xixiang, Bajic, Vladimir B., Al-suwailem, Abdulaziz, and Qian, Peiyuan
- Abstract
The biology of biofilm in deep-sea environments is barely being explored. Here, biofilms were developed at the brine pool (characterized by limited carbon sources) and the normal bottom water adjacent to Thuwal cold seeps. Comparative metagenomics based on 50Gb datasets identified polysaccharide degradation, nitrate reduction and proteolysis as enriched functional categories for brine biofilms. The genomes of two dominant species: a novel Deltaproteobacterium and a novel Epsilonproteobacterium in the brine biofilms were reconstructed. Despite rather small genome sizes, the Deltaproteobacterium possessed enhanced polysaccharide fermentation pathways, whereas the Epsilonproteobacterium was a versatile nitrogen reactor possessing nar, nap and nif gene clusters. These metabolic functions, together with specific regulatory and hypersaline-tolerant genes, made the two bacteria unique compared with their close relatives, including those from hydrothermal vents. Moreover, these functions were regulated by biofilm development, as both the abundance and the expression level of key functional genes were higher in later stage biofilms, and co-occurrences between the two dominant bacteria were demonstrated. Collectively, unique mechanisms were revealed: (i) polysaccharides fermentation, proteolysis interacted with nitrogen cycling to form a complex chain for energy generation, and (ii) remarkably exploiting and organizing niche-specific functions would be an important strategy for biofilm-dependent adaptation to the extreme conditions.
- Published
- 2015
39. Pyrosequencing revealed shifts of prokaryotic communities between healthy and disease-like tissues of the Red Sea sponge Crella cyathophora
- Author
-
Gao, Zhaoming, Wang, Yong, Tian, Renmao, Lee, On On, Wong, Yue Him, Batang, Zenon B., Al-suwailem, Abdulaziz, Lafi, Feras F., Bajic, Vladimir B., Qian, Peiyuan, Gao, Zhaoming, Wang, Yong, Tian, Renmao, Lee, On On, Wong, Yue Him, Batang, Zenon B., Al-suwailem, Abdulaziz, Lafi, Feras F., Bajic, Vladimir B., and Qian, Peiyuan
- Abstract
Sponge diseases have been widely reported, yet the causal factors and major pathogenic microbes remain elusive. In this study, two individuals of the sponge Crella cyathophora in total that showed similar disease-like characteristics were collected from two different locations along the Red Sea coast separated by more than 30 kilometers. The disease-like parts of the two individuals were both covered by green surfaces, and the body size was much smaller compared with adjacent healthy regions. Here, using high-throughput pyrosequencing technology, we investigated the prokaryotic communities in healthy and disease-like sponge tissues as well as adjacent seawater. Microbes in healthy tissues belonged mainly to the Proteobacteria, Cyanobacteria and Bacteroidetes, and were much more diverse at the phylum level than reported previously. Interestingly, the disease-like tissues from the two sponge individuals underwent shifts of prokaryotic communities and were both enriched with a novel clade affiliated with the phylum Verrucomicrobia, implying its intimate connection with the disease-like Red Sea sponge C. cyathophora. Enrichment of the phylum Verrucomicrobia was also considered to be correlated with the presence of algae assemblages forming the green surface of the disease-like sponge tissues. This finding represents an interesting case of sponge disease and is valuable for further study.
- Published
- 2015
40. Hepatic Proteomic Responses in Marine Medaka (Oryzias melastigma) Chronically Exposed to Antifouling Compound Butenolide [5-octylfuran-2(5H)-one] or 4,5-Dichloro-2-N-Octyl-4-Isothiazolin-3-One (DCOIT)
- Author
-
Chen, Lianguo, Sun, Jin, Zhang, Huoming, Au, Doris W.T., Lam, Paul K.S., Zhang, Weipeng, Bajic, Vladimir B., Qiu, Jianwen, Qian, Peiyuan, Chen, Lianguo, Sun, Jin, Zhang, Huoming, Au, Doris W.T., Lam, Paul K.S., Zhang, Weipeng, Bajic, Vladimir B., Qiu, Jianwen, and Qian, Peiyuan
- Abstract
The pollution of antifoulant SeaNine 211, with 4,5-dichloro-2-n-octyl-4-isothiazolin-3-one (DCOIT) as active ingredient, in coastal environment raises concerns on its adverse effects, including endocrine disruption and impairment of reproductive function in marine organisms. In the present study, we investigated the hepatic protein expression profiles of both male and female marine medaka (Oryzias melastigma) exposed to low concentrations of DCOIT at 2.55 mu g/L (0.009 mu M) or butenolide, a promising antifouling agent, at 2.31 mu g/L (0.012 mu M) for 28 days. The results showed that proteins involved in phase I (CYP450 enzyme) metabolism, phase II (UDPGT and GST) conjugation as well as mobilization of retinoid storage, an effective nonenzymatic antioxidant, were consistently up-regulated, possibly facilitating the accelerated detoxification of butenolide. Increased synthesis of bile acid would promote the immediate excretion of butenolide metabolites. Activation of fatty acid beta-oxidation and ATP synthesis were consistent with elevated energy consumption for butenolide degradation and excretion. However, DCOIT did not significantly affect the detoxification system of male medaka, but induced a marked increase of vitellogenin (VTG) by 2.3-fold in the liver of male medaka, suggesting that there is estrogenic activity of DCOIT in endocrine disruption. Overall, this study identified the molecular mechanisms and provided sensitive biomarkers characteristic of butenolide and DCOIT in the liver of marine medaka. The low concentrations of butenolide and DCOIT used in the exposure regimes highlight the needs for systematic evaluation of their environmental risk. In addition, the potent estrogenic activity of DCOIT should be considered in the continued applications of SeaNine 211.
- Published
- 2015
41. Synchronized Dynamics of Bacterial Niche-specific Functions During Biofilm Development in a Cold Seep Brine Pool
- Author
-
Zhang, Weipeng, Wang, Yong, Bougouffa, Salim, Tian, Renmao, Cao, Huiluo, Li, Yongxin, Cai, Lin, Wong, Yue Him, Zhang, Gen, Zhou, Guowei, Zhang, Xixiang, Bajic, Vladimir B., Al-suwailem, Abdulaziz, Qian, Peiyuan, Zhang, Weipeng, Wang, Yong, Bougouffa, Salim, Tian, Renmao, Cao, Huiluo, Li, Yongxin, Cai, Lin, Wong, Yue Him, Zhang, Gen, Zhou, Guowei, Zhang, Xixiang, Bajic, Vladimir B., Al-suwailem, Abdulaziz, and Qian, Peiyuan
- Abstract
The biology of biofilm in deep-sea environments is barely being explored. Here, biofilms were developed at the brine pool (characterized by limited carbon sources) and the normal bottom water adjacent to Thuwal cold seeps. Comparative metagenomics based on 50Gb datasets identified polysaccharide degradation, nitrate reduction and proteolysis as enriched functional categories for brine biofilms. The genomes of two dominant species: a novel Deltaproteobacterium and a novel Epsilonproteobacterium in the brine biofilms were reconstructed. Despite rather small genome sizes, the Deltaproteobacterium possessed enhanced polysaccharide fermentation pathways, whereas the Epsilonproteobacterium was a versatile nitrogen reactor possessing nar, nap and nif gene clusters. These metabolic functions, together with specific regulatory and hypersaline-tolerant genes, made the two bacteria unique compared with their close relatives, including those from hydrothermal vents. Moreover, these functions were regulated by biofilm development, as both the abundance and the expression level of key functional genes were higher in later stage biofilms, and co-occurrences between the two dominant bacteria were demonstrated. Collectively, unique mechanisms were revealed: (i) polysaccharides fermentation, proteolysis interacted with nitrogen cycling to form a complex chain for energy generation, and (ii) remarkably exploiting and organizing niche-specific functions would be an important strategy for biofilm-dependent adaptation to the extreme conditions.
- Published
- 2015
42. Pyrosequencing revealed shifts of prokaryotic communities between healthy and disease-like tissues of the Red Sea sponge Crella cyathophora
- Author
-
Gao, Zhaoming, Wang, Yong, Tian, Renmao, Lee, On On, Wong, Yue Him, Batang, Zenon B., Al-suwailem, Abdulaziz, Lafi, Feras F., Bajic, Vladimir B., Qian, Peiyuan, Gao, Zhaoming, Wang, Yong, Tian, Renmao, Lee, On On, Wong, Yue Him, Batang, Zenon B., Al-suwailem, Abdulaziz, Lafi, Feras F., Bajic, Vladimir B., and Qian, Peiyuan
- Abstract
Sponge diseases have been widely reported, yet the causal factors and major pathogenic microbes remain elusive. In this study, two individuals of the sponge Crella cyathophora in total that showed similar disease-like characteristics were collected from two different locations along the Red Sea coast separated by more than 30 kilometers. The disease-like parts of the two individuals were both covered by green surfaces, and the body size was much smaller compared with adjacent healthy regions. Here, using high-throughput pyrosequencing technology, we investigated the prokaryotic communities in healthy and disease-like sponge tissues as well as adjacent seawater. Microbes in healthy tissues belonged mainly to the Proteobacteria, Cyanobacteria and Bacteroidetes, and were much more diverse at the phylum level than reported previously. Interestingly, the disease-like tissues from the two sponge individuals underwent shifts of prokaryotic communities and were both enriched with a novel clade affiliated with the phylum Verrucomicrobia, implying its intimate connection with the disease-like Red Sea sponge C. cyathophora. Enrichment of the phylum Verrucomicrobia was also considered to be correlated with the presence of algae assemblages forming the green surface of the disease-like sponge tissues. This finding represents an interesting case of sponge disease and is valuable for further study.
- Published
- 2015
43. DESM: portal for microbial knowledge exploration systems
- Author
-
Salhi, Adil, Essack, Magbubah, Radovanovic, Aleksandar, Marchand, Benoit, Bougouffa, Salim, Antunes, André, Simões, Marta Filipa, Lafi, Feras F., Motwalli, Olaa A., Bokhari, Ameerah, Malas, Tariq, Al Amoudi, Soha, Othum, Ghofran, Allam, Intikhab, Minet, Katsuhiko, Gao, Xin, Hoehndorf, Robert, Archer, John A. C., Gojobori, Takashi, Bajic, Vladimir B., Salhi, Adil, Essack, Magbubah, Radovanovic, Aleksandar, Marchand, Benoit, Bougouffa, Salim, Antunes, André, Simões, Marta Filipa, Lafi, Feras F., Motwalli, Olaa A., Bokhari, Ameerah, Malas, Tariq, Al Amoudi, Soha, Othum, Ghofran, Allam, Intikhab, Minet, Katsuhiko, Gao, Xin, Hoehndorf, Robert, Archer, John A. C., Gojobori, Takashi, and Bajic, Vladimir B.
- Abstract
Microorganisms produce an enormous variety of chemical compounds. It is of general interest for microbiology and biotechnology researchers to have means to explore information about molecular and genetic basis of functioning of different microorganisms and their ability for bioproduction. To enable such exploration, we compiled 45 topic-specific knowledgebases (KBs) accessible through DESM portal (www.cbrc.kaust.edu.sa/desm). The KBs contain information derived through text-mining of PubMed information and complemented by information data-mined from various other resources (e.g. ChEBI, Entrez Gene, GO, KOBAS, KEGG, UniPathways, BioGrid). All PubMed records were indexed using 4 538 278 concepts from 29 dictionaries, with 1 638 986 records utilized in KBs. Concepts used are normalized whenever possible. Most of the KBs focus on a particular type of microbial activity, such as production of biocatalysts or nutraceuticals. Others are focused on specific categories of microorganisms, e.g. streptomyces or cyanobacteria. KBs are all structured in a uniform manner and have a standardized user interface. Information exploration is enabled through various searches. Users can explore statistically most significant concepts or pairs of concepts, generate hypotheses, create interactive networks of associated concepts and export results. We believe DESM will be a useful complement to the existing resources to benefit microbiology and biotechnology research.
- Published
- 2015
44. First Insights into the Viral Communities of the Deep-sea Anoxic Brines of the Red Sea
- Author
-
Antunes, André, Alam, Intikhab, Simões, Marta Filipa, Daniels, Camille, Ferreira, Ari J S, Siam, Rania, El Dorry, Hamza, Bajic, Vladimir B, Antunes, André, Alam, Intikhab, Simões, Marta Filipa, Daniels, Camille, Ferreira, Ari J S, Siam, Rania, El Dorry, Hamza, and Bajic, Vladimir B
- Abstract
The deep-sea brines of the Red Sea include some of the most extreme and unique environments on Earth. They combine high salinities with increases in temperature, heavy metals, hydrostatic pressure, and anoxic conditions, creating unique settings for thriving populations of novel extremophiles. Despite a recent increase of studies focusing on these unusual biotopes, their viral communities remain unexplored. The current survey explores four metagenomic datasets obtained from different brine–seawater interface samples, focusing specifically on the diversity of their viral communities. Data analysis confirmed that the particle-attached viral communities present in the brine–seawater interfaces were diverse and generally dominated by Caudovirales, yet appearing distinct from sample to sample. With a level of caution, we report the unexpected finding of Phycodnaviridae, which infects algae and plants, and trace amounts of insect-infecting Iridoviridae. Results from Kebrit Deep revealed stratification in the viral communities present in the interface: the upper-interface was enriched with viruses associated with typical marine bacteria, while the lower-interface was enriched with haloviruses and halophages. These results provide first insights into the unexplored viral communities present in deep-sea brines of the Red Sea, representing one of the first steps for ongoing and future sampling efforts and studies.
- Published
- 2015
45. Hepatic Proteomic Responses in Marine Medaka (Oryzias melastigma) Chronically Exposed to Antifouling Compound Butenolide [5-octylfuran-2(5H)-one] or 4,5-Dichloro-2-N-Octyl-4-Isothiazolin-3-One (DCOIT)
- Author
-
Chen, Lianguo, Sun, Jin, Zhang, Huoming, Au, Doris W.T., Lam, Paul K.S., Zhang, Weipeng, Bajic, Vladimir B., Qiu, Jianwen, Qian, Peiyuan, Chen, Lianguo, Sun, Jin, Zhang, Huoming, Au, Doris W.T., Lam, Paul K.S., Zhang, Weipeng, Bajic, Vladimir B., Qiu, Jianwen, and Qian, Peiyuan
- Abstract
The pollution of antifoulant SeaNine 211, with 4,5-dichloro-2-n-octyl-4-isothiazolin-3-one (DCOIT) as active ingredient, in coastal environment raises concerns on its adverse effects, including endocrine disruption and impairment of reproductive function in marine organisms. In the present study, we investigated the hepatic protein expression profiles of both male and female marine medaka (Oryzias melastigma) exposed to low concentrations of DCOIT at 2.55 mu g/L (0.009 mu M) or butenolide, a promising antifouling agent, at 2.31 mu g/L (0.012 mu M) for 28 days. The results showed that proteins involved in phase I (CYP450 enzyme) metabolism, phase II (UDPGT and GST) conjugation as well as mobilization of retinoid storage, an effective nonenzymatic antioxidant, were consistently up-regulated, possibly facilitating the accelerated detoxification of butenolide. Increased synthesis of bile acid would promote the immediate excretion of butenolide metabolites. Activation of fatty acid beta-oxidation and ATP synthesis were consistent with elevated energy consumption for butenolide degradation and excretion. However, DCOIT did not significantly affect the detoxification system of male medaka, but induced a marked increase of vitellogenin (VTG) by 2.3-fold in the liver of male medaka, suggesting that there is estrogenic activity of DCOIT in endocrine disruption. Overall, this study identified the molecular mechanisms and provided sensitive biomarkers characteristic of butenolide and DCOIT in the liver of marine medaka. The low concentrations of butenolide and DCOIT used in the exposure regimes highlight the needs for systematic evaluation of their environmental risk. In addition, the potent estrogenic activity of DCOIT should be considered in the continued applications of SeaNine 211.
- Published
- 2015
46. Pyrosequencing revealed shifts of prokaryotic communities between healthy and disease-like tissues of the Red Sea sponge Crella cyathophora
- Author
-
Gao, Zhaoming, Wang, Yong, Tian, Renmao, Lee, On On, Wong, Yue Him, Batang, Zenon B., Al-suwailem, Abdulaziz, Lafi, Feras F., Bajic, Vladimir B., Qian, Peiyuan, Gao, Zhaoming, Wang, Yong, Tian, Renmao, Lee, On On, Wong, Yue Him, Batang, Zenon B., Al-suwailem, Abdulaziz, Lafi, Feras F., Bajic, Vladimir B., and Qian, Peiyuan
- Abstract
Sponge diseases have been widely reported, yet the causal factors and major pathogenic microbes remain elusive. In this study, two individuals of the sponge Crella cyathophora in total that showed similar disease-like characteristics were collected from two different locations along the Red Sea coast separated by more than 30 kilometers. The disease-like parts of the two individuals were both covered by green surfaces, and the body size was much smaller compared with adjacent healthy regions. Here, using high-throughput pyrosequencing technology, we investigated the prokaryotic communities in healthy and disease-like sponge tissues as well as adjacent seawater. Microbes in healthy tissues belonged mainly to the Proteobacteria, Cyanobacteria and Bacteroidetes, and were much more diverse at the phylum level than reported previously. Interestingly, the disease-like tissues from the two sponge individuals underwent shifts of prokaryotic communities and were both enriched with a novel clade affiliated with the phylum Verrucomicrobia, implying its intimate connection with the disease-like Red Sea sponge C. cyathophora. Enrichment of the phylum Verrucomicrobia was also considered to be correlated with the presence of algae assemblages forming the green surface of the disease-like sponge tissues. This finding represents an interesting case of sponge disease and is valuable for further study.
- Published
- 2015
47. Synchronized Dynamics of Bacterial Niche-specific Functions During Biofilm Development in a Cold Seep Brine Pool
- Author
-
Zhang, Weipeng, Wang, Yong, Bougouffa, Salim, Tian, Renmao, Cao, Huiluo, Li, Yongxin, Cai, Lin, Wong, Yue Him, Zhang, Gen, Zhou, Guowei, Zhang, Xixiang, Bajic, Vladimir B., Al-suwailem, Abdulaziz, Qian, Peiyuan, Zhang, Weipeng, Wang, Yong, Bougouffa, Salim, Tian, Renmao, Cao, Huiluo, Li, Yongxin, Cai, Lin, Wong, Yue Him, Zhang, Gen, Zhou, Guowei, Zhang, Xixiang, Bajic, Vladimir B., Al-suwailem, Abdulaziz, and Qian, Peiyuan
- Abstract
The biology of biofilm in deep-sea environments is barely being explored. Here, biofilms were developed at the brine pool (characterized by limited carbon sources) and the normal bottom water adjacent to Thuwal cold seeps. Comparative metagenomics based on 50Gb datasets identified polysaccharide degradation, nitrate reduction and proteolysis as enriched functional categories for brine biofilms. The genomes of two dominant species: a novel Deltaproteobacterium and a novel Epsilonproteobacterium in the brine biofilms were reconstructed. Despite rather small genome sizes, the Deltaproteobacterium possessed enhanced polysaccharide fermentation pathways, whereas the Epsilonproteobacterium was a versatile nitrogen reactor possessing nar, nap and nif gene clusters. These metabolic functions, together with specific regulatory and hypersaline-tolerant genes, made the two bacteria unique compared with their close relatives, including those from hydrothermal vents. Moreover, these functions were regulated by biofilm development, as both the abundance and the expression level of key functional genes were higher in later stage biofilms, and co-occurrences between the two dominant bacteria were demonstrated. Collectively, unique mechanisms were revealed: (i) polysaccharides fermentation, proteolysis interacted with nitrogen cycling to form a complex chain for energy generation, and (ii) remarkably exploiting and organizing niche-specific functions would be an important strategy for biofilm-dependent adaptation to the extreme conditions.
- Published
- 2015
48. First Insights into the Viral Communities of the Deep-sea Anoxic Brines of the Red Sea
- Author
-
Antunes, André, Alam, Intikhab, Simões, Marta Filipa, Daniels, Camille, Ferreira, Ari J S, Siam, Rania, El Dorry, Hamza, Bajic, Vladimir B, Antunes, André, Alam, Intikhab, Simões, Marta Filipa, Daniels, Camille, Ferreira, Ari J S, Siam, Rania, El Dorry, Hamza, and Bajic, Vladimir B
- Abstract
The deep-sea brines of the Red Sea include some of the most extreme and unique environments on Earth. They combine high salinities with increases in temperature, heavy metals, hydrostatic pressure, and anoxic conditions, creating unique settings for thriving populations of novel extremophiles. Despite a recent increase of studies focusing on these unusual biotopes, their viral communities remain unexplored. The current survey explores four metagenomic datasets obtained from different brine–seawater interface samples, focusing specifically on the diversity of their viral communities. Data analysis confirmed that the particle-attached viral communities present in the brine–seawater interfaces were diverse and generally dominated by Caudovirales, yet appearing distinct from sample to sample. With a level of caution, we report the unexpected finding of Phycodnaviridae, which infects algae and plants, and trace amounts of insect-infecting Iridoviridae. Results from Kebrit Deep revealed stratification in the viral communities present in the interface: the upper-interface was enriched with viruses associated with typical marine bacteria, while the lower-interface was enriched with haloviruses and halophages. These results provide first insights into the unexplored viral communities present in deep-sea brines of the Red Sea, representing one of the first steps for ongoing and future sampling efforts and studies.
- Published
- 2015
49. DESM: portal for microbial knowledge exploration systems
- Author
-
Salhi, Adil, Essack, Magbubah, Radovanovic, Aleksandar, Marchand, Benoit, Bougouffa, Salim, Antunes, André, Simões, Marta Filipa, Lafi, Feras F., Motwalli, Olaa A., Bokhari, Ameerah, Malas, Tariq, Al Amoudi, Soha, Othum, Ghofran, Allam, Intikhab, Minet, Katsuhiko, Gao, Xin, Hoehndorf, Robert, Archer, John A. C., Gojobori, Takashi, Bajic, Vladimir B., Salhi, Adil, Essack, Magbubah, Radovanovic, Aleksandar, Marchand, Benoit, Bougouffa, Salim, Antunes, André, Simões, Marta Filipa, Lafi, Feras F., Motwalli, Olaa A., Bokhari, Ameerah, Malas, Tariq, Al Amoudi, Soha, Othum, Ghofran, Allam, Intikhab, Minet, Katsuhiko, Gao, Xin, Hoehndorf, Robert, Archer, John A. C., Gojobori, Takashi, and Bajic, Vladimir B.
- Abstract
Microorganisms produce an enormous variety of chemical compounds. It is of general interest for microbiology and biotechnology researchers to have means to explore information about molecular and genetic basis of functioning of different microorganisms and their ability for bioproduction. To enable such exploration, we compiled 45 topic-specific knowledgebases (KBs) accessible through DESM portal (www.cbrc.kaust.edu.sa/desm). The KBs contain information derived through text-mining of PubMed information and complemented by information data-mined from various other resources (e.g. ChEBI, Entrez Gene, GO, KOBAS, KEGG, UniPathways, BioGrid). All PubMed records were indexed using 4 538 278 concepts from 29 dictionaries, with 1 638 986 records utilized in KBs. Concepts used are normalized whenever possible. Most of the KBs focus on a particular type of microbial activity, such as production of biocatalysts or nutraceuticals. Others are focused on specific categories of microorganisms, e.g. streptomyces or cyanobacteria. KBs are all structured in a uniform manner and have a standardized user interface. Information exploration is enabled through various searches. Users can explore statistically most significant concepts or pairs of concepts, generate hypotheses, create interactive networks of associated concepts and export results. We believe DESM will be a useful complement to the existing resources to benefit microbiology and biotechnology research.
- Published
- 2015
50. The constrained maximal expression level owing to haploidy shapes gene content on the mammalian X chromosome
- Author
-
Hurst, Laurence D., Ghanbarian, Avazeh T., Forrest, Alistair R R, Huminiecki, Lukasz, Rehli, Michael, Kenneth Baillie, J., de Hoon, Michiel J L, Haberle, Vanja, Lassmann, Timo, Kulakovskiy, Ivan V., Lizio, Marina, Itoh, Masayoshi, Andersson, Robin, Mungall, Christopher J., Meehan, Terrence F., Schmeier, Sebastian, Bertin, Nicolas, Jørgensen, Mette, Dimont, Emmanuel, Arner, Erik, Schmidl, Christian, Schaefer, Ulf, Medvedeva, Yulia A., Plessy, Charles, Vitezic, Morana, Severin, Jessica, Semple, Colin A., Ishizu, Yuri, Young, Robert S., Francescatto, Margherita, Alam, Intikhab, Albanese, Davide, Altschuler, Gabriel M., Arakawa, Takahiro, Archer, John A C, Arner, Peter, Babina, Magda, Baker, Sarah, Balwierz, Piotr J., Beckhouse, Anthony G., Pradhan, Swati Bhatt, Blake, Judith A., Blumenthal, Antje, Bodega, Beatrice, Bonetti, Alessandro, Briggs, James, Brombacher, Frank, Maxwell Burroughs, A., Califano, Andrea, Cannistraci, Carlo V., Carbajo, Daniel, Chen, Yun, Chierici, Marco, Ciani, Yari, Clevers, Hans C., Dalla, Emiliano, Davis, Carrie A., Detmar, Michael, Diehl, Alexander D., Dohi, Taeko, Drabløs, Finn, Edge, Albert S B, Edinger, Matthias, Ekwall, Karl, Endoh, Mitsuhiro, Enomoto, Hideki, Fagiolini, Michela, Fairbairn, Lynsey, Fang, Hai, Farach-Carson, Mary C., Faulkner, Geoffrey J., Favorov, Alexander V., Fisher, Malcolm E., Frith, Martin C., Fujita, Rie, Fukuda, Shiro, Furlanello, Cesare, Furuno, Masaaki, Furusawa, Jun ichi, Geijtenbeek, Teunis B., Gibson, Andrew, Gingeras, Thomas, Goldowitz, Daniel, Gough, Julian, Guhl, Sven, Guler, Reto, Gustincich, Stefano, Ha, Thomas J., Hamaguchi, Masahide, Hara, Mitsuko, Harbers, Matthias, Harshbarger, Jayson, Hasegawa, Akira, Hasegawa, Yuki, Hashimoto, Takehiro, Herlyn, Meenhard, Hitchens, Kelly J., Ho Sui, Shannan J., Hofmann, Oliver M., Hoof, Ilka, Hori, Fumi, Iida, Kei, Ikawa, Tomokatsu, Jankovic, Boris R., Jia, Hui, Joshi, Anagha, Jurman, Giuseppe, Kaczkowski, Bogumil, Kai, Chieko, Kaida, Kaoru, Kaiho, Ai, Kajiyama, Kazuhiro, Kanamori, Mutsumi Katayama, Kasianov, Artem S., Kasukawa, Takeya, Katayama, Shintaro, Kato, Sachi, Kawaguchi, Shuji, Kawamoto, Hiroshi, Kawamura, Yuki I., Kawashima, Tsugumi, Kempfle, Judith S., Kenna, Tony J., Kere, Juha, Khachigian, Levon M., Kitamura, Toshio, Peter Klinken, S., Knox, Alan J., Kojima, Miki, Kojima, Soichi, Kondo, Naoto, Koseki, Haruhiko, Koyasu, Shigeo, Krampitz, Sarah, Kubosaki, Atsutaka, Kwon, Andrew T., Laros, Jeroen F J, Lee, Weonju, Lennartsson, Andreas, Li, Kang, Lilje, Berit, Lipovich, Leonard, Mackay, Alan sim, Manabe, Riichiroh, Mar, Jessica C., Marchand, Benoit, Mathelier, Anthony, Mejhert, Niklas, Meynert, Alison, Mizuno, Yosuke, de Lima Morais, David A., Morikawa, Hiromasa, Morimoto, Mitsuru, Moro, Kazuyo, Motakis, Efthymios, Motohashi, Hozumi, Mummery, Christine L., Murata, Mitsuyoshi, Nagao, Sayaka Sato, Nakachi, Yutaka, Nakahara, Fumio, Nakamura, Toshiyuki, Nakamura, Yukio, Nakazato, Kenichi, van Nimwegen, Erik, Ninomiya, Noriko, Nishiyori, Hiromi, Noma, Shohei, Nozaki, Tadasuke, Ogishima, Soichi, Ohkura, Naganari, Ohmiya, Hiroko, Ohno, Hiroshi, Ohshima, Mitsuhiro, Okada, Mariko Hatakeyama, Okazaki, Yasushi, Orlando, Valerio, Ovchinnikov, Dmitry A., Pain, Arnab, Passier, Robert, Patrikakis, Margaret, Persson, Helena, Piazza, Silvano, Prendergast, James G D, Rackham, Owen J L, Ramilowski, Jordan A., Rashid, Mamoon, Ravasi, Timothy, Rizzu, Patrizia, Roncador, Marco, Roy, Sugata, Rye, Morten B., Saijyo, Eri, Sajantila, Antti, Saka, Akiko, Sakaguchi, Shimon, Sakai, Mizuho, Sato, Hiroki, Satoh, Hironori, Savvi, Suzana, Saxena, Alka, Schneider, Claudio, Schultes, Erik A., Schulze-Tanzil, Gundula G., Schwegmann, Anita, Sengstag, Thierry, Sheng, Guojun, Shimoji, Hisashi, Shimoni, Yishai, Shin, Jay W., Simon, Christophe, Sugiyama, Daisuke, Sugiyama, Takaaki, Suzuki, Masanori, Suzuki, Naoko, Swoboda, Rolf K., 't Hoen, Peter A C, Tagami, Michihira, Takahashi, Naoko, Takai, Jun, Tanaka, Hiroshi, Tatsukawa, Hideki, Tatum, Zuotian, Thompson, Mark, Toyoda, Hiroo, Toyoda, Tetsuro, Valen, Eivind, van de Wetering, Marc, van den Berg, Linda M., Verardo, Roberto, Vijayan, Dipti, Vorontsov, Ilya E., Wasserman, Wyeth W., Watanabe, Shoko, Wells, Christine A., Winteringham, Louise N., Wolvetang, Ernst, Wood, Emily J., Yamaguchi, Yoko, Yamamoto, Masayuki, Yoneda, Misako, Yonekura, Yohei, Yoshida, Shigehiro, Zabierowski, Suzan E., Zhang, Peter G., Zhao, Xiaobei, Zucchelli, Silvia, Summers, Kim M., Suzuki, Harukazu, Daub, Carsten O., Kawai, Jun, Heutink, Peter, Hide, Winston, Freeman, Tom C., Lenhard, Boris, Bajic, Vladimir B., Taylor, Martin S., Makeev, Vsevolod J., Sandelin, Albin Gustav, Hume, David A., Carninci, Piero, Hayashizaki, Yoshihide, Hurst, Laurence D., Ghanbarian, Avazeh T., Forrest, Alistair R R, Huminiecki, Lukasz, Rehli, Michael, Kenneth Baillie, J., de Hoon, Michiel J L, Haberle, Vanja, Lassmann, Timo, Kulakovskiy, Ivan V., Lizio, Marina, Itoh, Masayoshi, Andersson, Robin, Mungall, Christopher J., Meehan, Terrence F., Schmeier, Sebastian, Bertin, Nicolas, Jørgensen, Mette, Dimont, Emmanuel, Arner, Erik, Schmidl, Christian, Schaefer, Ulf, Medvedeva, Yulia A., Plessy, Charles, Vitezic, Morana, Severin, Jessica, Semple, Colin A., Ishizu, Yuri, Young, Robert S., Francescatto, Margherita, Alam, Intikhab, Albanese, Davide, Altschuler, Gabriel M., Arakawa, Takahiro, Archer, John A C, Arner, Peter, Babina, Magda, Baker, Sarah, Balwierz, Piotr J., Beckhouse, Anthony G., Pradhan, Swati Bhatt, Blake, Judith A., Blumenthal, Antje, Bodega, Beatrice, Bonetti, Alessandro, Briggs, James, Brombacher, Frank, Maxwell Burroughs, A., Califano, Andrea, Cannistraci, Carlo V., Carbajo, Daniel, Chen, Yun, Chierici, Marco, Ciani, Yari, Clevers, Hans C., Dalla, Emiliano, Davis, Carrie A., Detmar, Michael, Diehl, Alexander D., Dohi, Taeko, Drabløs, Finn, Edge, Albert S B, Edinger, Matthias, Ekwall, Karl, Endoh, Mitsuhiro, Enomoto, Hideki, Fagiolini, Michela, Fairbairn, Lynsey, Fang, Hai, Farach-Carson, Mary C., Faulkner, Geoffrey J., Favorov, Alexander V., Fisher, Malcolm E., Frith, Martin C., Fujita, Rie, Fukuda, Shiro, Furlanello, Cesare, Furuno, Masaaki, Furusawa, Jun ichi, Geijtenbeek, Teunis B., Gibson, Andrew, Gingeras, Thomas, Goldowitz, Daniel, Gough, Julian, Guhl, Sven, Guler, Reto, Gustincich, Stefano, Ha, Thomas J., Hamaguchi, Masahide, Hara, Mitsuko, Harbers, Matthias, Harshbarger, Jayson, Hasegawa, Akira, Hasegawa, Yuki, Hashimoto, Takehiro, Herlyn, Meenhard, Hitchens, Kelly J., Ho Sui, Shannan J., Hofmann, Oliver M., Hoof, Ilka, Hori, Fumi, Iida, Kei, Ikawa, Tomokatsu, Jankovic, Boris R., Jia, Hui, Joshi, Anagha, Jurman, Giuseppe, Kaczkowski, Bogumil, Kai, Chieko, Kaida, Kaoru, Kaiho, Ai, Kajiyama, Kazuhiro, Kanamori, Mutsumi Katayama, Kasianov, Artem S., Kasukawa, Takeya, Katayama, Shintaro, Kato, Sachi, Kawaguchi, Shuji, Kawamoto, Hiroshi, Kawamura, Yuki I., Kawashima, Tsugumi, Kempfle, Judith S., Kenna, Tony J., Kere, Juha, Khachigian, Levon M., Kitamura, Toshio, Peter Klinken, S., Knox, Alan J., Kojima, Miki, Kojima, Soichi, Kondo, Naoto, Koseki, Haruhiko, Koyasu, Shigeo, Krampitz, Sarah, Kubosaki, Atsutaka, Kwon, Andrew T., Laros, Jeroen F J, Lee, Weonju, Lennartsson, Andreas, Li, Kang, Lilje, Berit, Lipovich, Leonard, Mackay, Alan sim, Manabe, Riichiroh, Mar, Jessica C., Marchand, Benoit, Mathelier, Anthony, Mejhert, Niklas, Meynert, Alison, Mizuno, Yosuke, de Lima Morais, David A., Morikawa, Hiromasa, Morimoto, Mitsuru, Moro, Kazuyo, Motakis, Efthymios, Motohashi, Hozumi, Mummery, Christine L., Murata, Mitsuyoshi, Nagao, Sayaka Sato, Nakachi, Yutaka, Nakahara, Fumio, Nakamura, Toshiyuki, Nakamura, Yukio, Nakazato, Kenichi, van Nimwegen, Erik, Ninomiya, Noriko, Nishiyori, Hiromi, Noma, Shohei, Nozaki, Tadasuke, Ogishima, Soichi, Ohkura, Naganari, Ohmiya, Hiroko, Ohno, Hiroshi, Ohshima, Mitsuhiro, Okada, Mariko Hatakeyama, Okazaki, Yasushi, Orlando, Valerio, Ovchinnikov, Dmitry A., Pain, Arnab, Passier, Robert, Patrikakis, Margaret, Persson, Helena, Piazza, Silvano, Prendergast, James G D, Rackham, Owen J L, Ramilowski, Jordan A., Rashid, Mamoon, Ravasi, Timothy, Rizzu, Patrizia, Roncador, Marco, Roy, Sugata, Rye, Morten B., Saijyo, Eri, Sajantila, Antti, Saka, Akiko, Sakaguchi, Shimon, Sakai, Mizuho, Sato, Hiroki, Satoh, Hironori, Savvi, Suzana, Saxena, Alka, Schneider, Claudio, Schultes, Erik A., Schulze-Tanzil, Gundula G., Schwegmann, Anita, Sengstag, Thierry, Sheng, Guojun, Shimoji, Hisashi, Shimoni, Yishai, Shin, Jay W., Simon, Christophe, Sugiyama, Daisuke, Sugiyama, Takaaki, Suzuki, Masanori, Suzuki, Naoko, Swoboda, Rolf K., 't Hoen, Peter A C, Tagami, Michihira, Takahashi, Naoko, Takai, Jun, Tanaka, Hiroshi, Tatsukawa, Hideki, Tatum, Zuotian, Thompson, Mark, Toyoda, Hiroo, Toyoda, Tetsuro, Valen, Eivind, van de Wetering, Marc, van den Berg, Linda M., Verardo, Roberto, Vijayan, Dipti, Vorontsov, Ilya E., Wasserman, Wyeth W., Watanabe, Shoko, Wells, Christine A., Winteringham, Louise N., Wolvetang, Ernst, Wood, Emily J., Yamaguchi, Yoko, Yamamoto, Masayuki, Yoneda, Misako, Yonekura, Yohei, Yoshida, Shigehiro, Zabierowski, Suzan E., Zhang, Peter G., Zhao, Xiaobei, Zucchelli, Silvia, Summers, Kim M., Suzuki, Harukazu, Daub, Carsten O., Kawai, Jun, Heutink, Peter, Hide, Winston, Freeman, Tom C., Lenhard, Boris, Bajic, Vladimir B., Taylor, Martin S., Makeev, Vsevolod J., Sandelin, Albin Gustav, Hume, David A., Carninci, Piero, and Hayashizaki, Yoshihide
- Abstract
X chromosomes are unusual in many regards, not least of which is their nonrandom gene content. The causes of this bias are commonly discussed in the context of sexual antagonism and the avoidance of activity in the male germline. Here, we examine the notion that, at least in some taxa, functionally biased gene content may more profoundly be shaped by limits imposed on gene expression owing to haploid expression of the X chromosome. Notably, if the X, as in primates, is transcribed at rates comparable to the ancestral rate (per promoter) prior to the X chromosome formation, then the X is not a tolerable environment for genes with very high maximal net levels of expression, owing to transcriptional traffic jams. We test this hypothesis using The Encyclopedia of DNA Elements (ENCODE) and data from the Functional Annotation of the Mammalian Genome (FANTOM5) project. As predicted, the maximal expression of human X-linked genes is much lower than that of genes on autosomes: on average, maximal expression is three times lower on the X chromosome than on autosomes. Similarly, autosome-to-X retroposition events are associated with lower maximal expression of retrogenes on the X than seen for X-to-autosome retrogenes on autosomes. Also as expected, X-linked genes have a lesser degree of increase in gene expression than autosomal ones (compared to the human/Chimpanzee common ancestor) if highly expressed, but not if lowly expressed. The traffic jam model also explains the known lower breadth of expression for genes on the X (and the Z of birds), as genes with broad expression are, on average, those with high maximal expression. As then further predicted, highly expressed tissue-specific genes are also rare on the X and broadly expressed genes on the X tend to be lowly expressed, both indicating that the trend is shaped by the maximal expression level not the breadth of expression per se. Importantly, a limit to the maximal expression level explains biased tissue of expressi
- Published
- 2015
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