Pub Date : 2024-11-18DOI: 10.1007/s11274-024-04189-3
Zuriash Mamo, Sewunet Abera, Mesfin Tafesse
Understanding the microbial ecology of landfills is crucial for improving waste management strategies and utilizing the potential of these microbial communities for biotechnological applications. This study aimed to conduct a comprehensive taxonomic and functional profiling of the microbial community present in the Addis Ababa municipal solid waste dumpsite using a shotgun metagenomics sequencing approach. The taxonomic analysis of the sample revealed the significant presence of bacteria, with the Actinomycetota (56%), Pseudomonadota (23%), Bacillota (3%), and Chloroflexota (3%) phyla being particularly abundant. The most abundant KEGG categories were carbohydrates metabolism, membrane transport, signal transduction, and amino acid metabolism. The biodegradation and metabolism of xenobiotics, as well as terpenoids and polyketides, were also prevalent. Moreover, the Comprehensive Antibiotic Resistance Database (CARD) identified 52 antibiotic resistance gene (ARG) subtypes belonging to 14 different drug classes, with the highest abundances observed for glycopeptide, phosphonic acid, and multidrug resistance genes. Actinomycetota was the dominant phylum harboring ARGs, followed by Pseudomonadota and Chloroflexota. This study offers valuable insights into the taxonomic and functional diversity of the microbial community in the Addis Ababa municipal solid waste dumpsite. It sheds light on the widespread presence of metabolically versatile microbes, antibiotic resistance genes, mobile genetic elements, and pathogenic bacteria. This understanding can contribute to the creation of efficient waste management strategies and the investigation of possible biotechnological uses for these microbial communities.
{"title":"Taxonomic and functional profiling of microbial community in municipal solid waste dumpsite.","authors":"Zuriash Mamo, Sewunet Abera, Mesfin Tafesse","doi":"10.1007/s11274-024-04189-3","DOIUrl":"https://doi.org/10.1007/s11274-024-04189-3","url":null,"abstract":"<p><p>Understanding the microbial ecology of landfills is crucial for improving waste management strategies and utilizing the potential of these microbial communities for biotechnological applications. This study aimed to conduct a comprehensive taxonomic and functional profiling of the microbial community present in the Addis Ababa municipal solid waste dumpsite using a shotgun metagenomics sequencing approach. The taxonomic analysis of the sample revealed the significant presence of bacteria, with the Actinomycetota (56%), Pseudomonadota (23%), Bacillota (3%), and Chloroflexota (3%) phyla being particularly abundant. The most abundant KEGG categories were carbohydrates metabolism, membrane transport, signal transduction, and amino acid metabolism. The biodegradation and metabolism of xenobiotics, as well as terpenoids and polyketides, were also prevalent. Moreover, the Comprehensive Antibiotic Resistance Database (CARD) identified 52 antibiotic resistance gene (ARG) subtypes belonging to 14 different drug classes, with the highest abundances observed for glycopeptide, phosphonic acid, and multidrug resistance genes. Actinomycetota was the dominant phylum harboring ARGs, followed by Pseudomonadota and Chloroflexota. This study offers valuable insights into the taxonomic and functional diversity of the microbial community in the Addis Ababa municipal solid waste dumpsite. It sheds light on the widespread presence of metabolically versatile microbes, antibiotic resistance genes, mobile genetic elements, and pathogenic bacteria. This understanding can contribute to the creation of efficient waste management strategies and the investigation of possible biotechnological uses for these microbial communities.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"384"},"PeriodicalIF":4.0,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142648828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-14DOI: 10.1007/s11274-024-04196-4
Yuling Hao, Yu Jin, Aodi Zhang, Xinran Jiang, Ming Gong, Cunlong Lu, Ruru Pan, Shaoxing Chen
{"title":"Correction: Identification and biochemical characterization of a novel halolysin from Halorubellus sp. PRR65 with a relatively high temperature activity.","authors":"Yuling Hao, Yu Jin, Aodi Zhang, Xinran Jiang, Ming Gong, Cunlong Lu, Ruru Pan, Shaoxing Chen","doi":"10.1007/s11274-024-04196-4","DOIUrl":"https://doi.org/10.1007/s11274-024-04196-4","url":null,"abstract":"","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"382"},"PeriodicalIF":4.0,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142629280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-13DOI: 10.1007/s11274-024-04191-9
Adriana Sturion Lorenzi, Mathias Ahii Chia
Cyanobacteria, often overlooked in traditional agriculture, are gaining recognition for their roles in enhancing plant growth and soil health through diverse mechanisms. This review examines their multifaceted contributions to agricultural systems, highlighting their proficiency in auxin production, which promotes plant growth and development. Additionally, we examined cyanobacteria's ability to produce siderophores that enhance iron absorption and address micronutrient deficiencies, as well as their capacity for nitrogen fixation, which converts atmospheric nitrogen into a form that plants can utilize, all with the goal of reducing reliance on synthetic fertilizers. A meta-analysis of existing studies indicates significant positive effects of cyanobacteria on crop yield, although variability exists. While some research shows considerable yield increases, other studies report non-significant changes, suggesting benefits may depend on specific conditions and crop types. The overall random-effects model estimate indicates a significant aggregate effect, with a few exceptions, emphasizing the need for further research to optimize the use of cyanobacteria as biofertilizers. Although cyanobacteria-based products are limited in comparison to seaweed-derived alternatives, for instance, ongoing challenges include regulatory issues and production costs. Integrating cultivation with wastewater treatment could enhance competitiveness and viability in the agricultural market.
{"title":"Cyanobacteria's power trio: auxin, siderophores, and nitrogen fixation to foster thriving agriculture.","authors":"Adriana Sturion Lorenzi, Mathias Ahii Chia","doi":"10.1007/s11274-024-04191-9","DOIUrl":"10.1007/s11274-024-04191-9","url":null,"abstract":"<p><p>Cyanobacteria, often overlooked in traditional agriculture, are gaining recognition for their roles in enhancing plant growth and soil health through diverse mechanisms. This review examines their multifaceted contributions to agricultural systems, highlighting their proficiency in auxin production, which promotes plant growth and development. Additionally, we examined cyanobacteria's ability to produce siderophores that enhance iron absorption and address micronutrient deficiencies, as well as their capacity for nitrogen fixation, which converts atmospheric nitrogen into a form that plants can utilize, all with the goal of reducing reliance on synthetic fertilizers. A meta-analysis of existing studies indicates significant positive effects of cyanobacteria on crop yield, although variability exists. While some research shows considerable yield increases, other studies report non-significant changes, suggesting benefits may depend on specific conditions and crop types. The overall random-effects model estimate indicates a significant aggregate effect, with a few exceptions, emphasizing the need for further research to optimize the use of cyanobacteria as biofertilizers. Although cyanobacteria-based products are limited in comparison to seaweed-derived alternatives, for instance, ongoing challenges include regulatory issues and production costs. Integrating cultivation with wastewater treatment could enhance competitiveness and viability in the agricultural market.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"381"},"PeriodicalIF":4.0,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142629282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-13DOI: 10.1007/s11274-024-04167-9
Cindy Correa-Villa, Edilson Moreno-Cárdenas, Johannes de Bruijn
Dark fermentation in mixed cultures has been extensively studied due to its great potential for sustainable hydrogen production from organic wastes. However, microbial composition, substrate competition, and inhibition by fermentation products can affect hydrogen yield and production rates. Lactic acid bacteria have been identified as the key organisms in this process. On one hand, lactic acid bacteria can efficiently compete for carbohydrate rich substrates, producing lactic acid and secreting bacteriocins that inhibit the growth of hydrogen-producing bacteria, thereby decreasing hydrogen production. On the other hand, due to their metabolic capacity and synergistic interactions with certain hydrogen-producing bacteria, they contribute positively in several ways, for example by providing lactic acid as a substrate for hydrogen generation. Analyzing different perspectives about the role of lactic acid bacteria in hydrogen production by dark fermentation, a literature review was done on this topic. This review article shows a comprehensive view to understand better the role of these bacteria and their influence on the process efficiency, either as competitors or as contributors to hydrogen production by dark fermentation.
{"title":"Presence of lactic acid bacteria in hydrogen production by dark fermentation: competition or synergy.","authors":"Cindy Correa-Villa, Edilson Moreno-Cárdenas, Johannes de Bruijn","doi":"10.1007/s11274-024-04167-9","DOIUrl":"https://doi.org/10.1007/s11274-024-04167-9","url":null,"abstract":"<p><p>Dark fermentation in mixed cultures has been extensively studied due to its great potential for sustainable hydrogen production from organic wastes. However, microbial composition, substrate competition, and inhibition by fermentation products can affect hydrogen yield and production rates. Lactic acid bacteria have been identified as the key organisms in this process. On one hand, lactic acid bacteria can efficiently compete for carbohydrate rich substrates, producing lactic acid and secreting bacteriocins that inhibit the growth of hydrogen-producing bacteria, thereby decreasing hydrogen production. On the other hand, due to their metabolic capacity and synergistic interactions with certain hydrogen-producing bacteria, they contribute positively in several ways, for example by providing lactic acid as a substrate for hydrogen generation. Analyzing different perspectives about the role of lactic acid bacteria in hydrogen production by dark fermentation, a literature review was done on this topic. This review article shows a comprehensive view to understand better the role of these bacteria and their influence on the process efficiency, either as competitors or as contributors to hydrogen production by dark fermentation.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"380"},"PeriodicalIF":4.0,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142629284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Trichoderma longibrachiatum UN32 is an industrially important fungus capable of producing Dendrobine-Type Total alkaloids (DTTAs). Several reports have pointed out that branched-chain amino acid aminotransferases (BCATs) participate in backbone modification or promote the production of secondary metabolites. We previously proposed that cobalt chloride increased DTTAs production in T. longibrachiatum UN32, which was associated with enhanced expression of the gene BCAT, TlBCAT (Genbank accession No. PP465542). Following cloning and characterization, the cDNA of TlBCAT was found to consists of 1191 bp, encoding a protein of 397 amino acid residues. The molecular mass of TlBCAT was about 42 kDa through SDS-PAGE analysis. The predicted pI value was 5.54. Recombinant TlBCAT can catalyze L-leu with a catalytic efficiency of 15.91 mM- 1S- 1. In the binding pocket, residues interacting with PLP, including Tyr68, Arg93, Tyr136, and Lys194, are highly conserved. TlBCAT exhibits a broad spectrum of substrate specificity, typical for catalyzing the transamination reaction of various branched-chain and hydrophobic amino acids, with α-ketoglutarate as the amino acceptor. Exogenous branched-chain amino acids (BCAAs) positively affect Trichoderma growth and DTTAs production. These findings offer insights into the physiological significance of BCAAs and present a novel approach for enhancing DTTAs production in Trichoderma mycelium cultures.
{"title":"Characterization of an aminotransferase TlBCAT from Trichoderma longibrachiatum UN32 involved in dendrobine-type total alkaloids biosynthesis.","authors":"Xu Qian, Tuifan Yu, Yiwen Cao, Yuanyuan Dong, Surendra Sarsaiya, Jishuang Chen","doi":"10.1007/s11274-024-04187-5","DOIUrl":"https://doi.org/10.1007/s11274-024-04187-5","url":null,"abstract":"<p><p>Trichoderma longibrachiatum UN32 is an industrially important fungus capable of producing Dendrobine-Type Total alkaloids (DTTAs). Several reports have pointed out that branched-chain amino acid aminotransferases (BCATs) participate in backbone modification or promote the production of secondary metabolites. We previously proposed that cobalt chloride increased DTTAs production in T. longibrachiatum UN32, which was associated with enhanced expression of the gene BCAT, TlBCAT (Genbank accession No. PP465542). Following cloning and characterization, the cDNA of TlBCAT was found to consists of 1191 bp, encoding a protein of 397 amino acid residues. The molecular mass of TlBCAT was about 42 kDa through SDS-PAGE analysis. The predicted pI value was 5.54. Recombinant TlBCAT can catalyze L-leu with a catalytic efficiency of 15.91 mM<sup>- 1</sup>S<sup>- 1</sup>. In the binding pocket, residues interacting with PLP, including Tyr68, Arg93, Tyr136, and Lys194, are highly conserved. TlBCAT exhibits a broad spectrum of substrate specificity, typical for catalyzing the transamination reaction of various branched-chain and hydrophobic amino acids, with α-ketoglutarate as the amino acceptor. Exogenous branched-chain amino acids (BCAAs) positively affect Trichoderma growth and DTTAs production. These findings offer insights into the physiological significance of BCAAs and present a novel approach for enhancing DTTAs production in Trichoderma mycelium cultures.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"379"},"PeriodicalIF":4.0,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142629277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-06DOI: 10.1007/s11274-024-04184-8
Abha Pandey, Nasreen Amin, Vinod K Kannaujiya, Rajeshwar P Sinha
Mycosporine-like amino acids (MAAs) are a unique class of UV-screening bioactive molecules with potent antioxidants and photoprotective properties, synthesized by various species of cyanobacteria in different habitats. The cyanobacterial biofilms play a crucial driver in the development of ecological communities. The current study examined the existence of the photoprotective MAAs in a novel epilithic cyanobacterium Lyngbya sp. strain HKAR-15 isolated from cyanobacterial biofilms on the rock surface. The isolated MAAs were identified, purified and characterized using UV-Vis spectroscopy, HPLC (High-Performance Liquid Chromatography), ESI-MS (Electrospray Ionization-Mass Spectrometry), FTIR (Fourier Transform Infrared Spectroscopy) and NMR (Nuclear Magnetic Resonance). The compounds were recognized as palythine (retention time (RT): 2.7 min; UV λmax: 320 nm; m/z: 245.02) and porphyra-334 (RT: 3.6 min; UV λmax: 334 nm; m/z: 347.1). FTIR spectroscopy analyses also revealed the presence of functional groups of both compounds. NMR spectroscopy analyses confirmed the presence of both palythine and porphyra-334. The UV-induced production of both MAAs was visualized under ultraviolet radiation (UVR) in contrast to the photosynthetically active radiation (PAR). The MAAs (palythine and porphyra-334) had a significant dose-dependent free radical scavenging capacity. The findings show that MAAs perform a dynamic role in the survival and photoprotection of cyanobacteria in hostile environments under high solar UV irradiances. These photoprotective compounds may have various biotechnological applications as well as role in the development of natural sunscreens.
{"title":"Extraction, characterization and antioxidative potentials of UV-screening compound, mycosporine-like amino acids from epilithic cyanobacterium Lyngbya sp. HKAR - 15.","authors":"Abha Pandey, Nasreen Amin, Vinod K Kannaujiya, Rajeshwar P Sinha","doi":"10.1007/s11274-024-04184-8","DOIUrl":"https://doi.org/10.1007/s11274-024-04184-8","url":null,"abstract":"<p><p>Mycosporine-like amino acids (MAAs) are a unique class of UV-screening bioactive molecules with potent antioxidants and photoprotective properties, synthesized by various species of cyanobacteria in different habitats. The cyanobacterial biofilms play a crucial driver in the development of ecological communities. The current study examined the existence of the photoprotective MAAs in a novel epilithic cyanobacterium Lyngbya sp. strain HKAR-15 isolated from cyanobacterial biofilms on the rock surface. The isolated MAAs were identified, purified and characterized using UV-Vis spectroscopy, HPLC (High-Performance Liquid Chromatography), ESI-MS (Electrospray Ionization-Mass Spectrometry), FTIR (Fourier Transform Infrared Spectroscopy) and NMR (Nuclear Magnetic Resonance). The compounds were recognized as palythine (retention time (RT): 2.7 min; UV λ<sub>max</sub>: 320 nm; m/z: 245.02) and porphyra-334 (RT: 3.6 min; UV λ<sub>max</sub>: 334 nm; m/z: 347.1). FTIR spectroscopy analyses also revealed the presence of functional groups of both compounds. NMR spectroscopy analyses confirmed the presence of both palythine and porphyra-334. The UV-induced production of both MAAs was visualized under ultraviolet radiation (UVR) in contrast to the photosynthetically active radiation (PAR). The MAAs (palythine and porphyra-334) had a significant dose-dependent free radical scavenging capacity. The findings show that MAAs perform a dynamic role in the survival and photoprotection of cyanobacteria in hostile environments under high solar UV irradiances. These photoprotective compounds may have various biotechnological applications as well as role in the development of natural sunscreens.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"378"},"PeriodicalIF":4.0,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142581697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Environmental abuses and subsequent array of health hazards by petroleum products have emerged as a global concern that warrants proper remediation. Pyrene (PYR), a polycyclic aromatic hydrocarbon, is a xenobiotic by-product during crude petroleum processing. Biodegradation potential of two bacterial isolates (MK4 and MK9) of Brevibacterium sediminis from oil contaminated sites was explored. MK4 and MK9 could degrade PYR up to 23 and 59% (1000 mg.L- 1), respectively. A first-order formalism with the rate constant for MK4 and MK9 were found to be 0.022 ± 0.001 and 0.081 ± 0.005 day- 1, respectively with the corresponding half life period of 31.4 ± 1.4 and 8.6 ± 0.60 days respectively. Both the isolates produce biosurfactants as established by drop collapse assay, oil spreading and emulsification activity studies. Decrease in pH, change in absorbance (bacterial growth), and catechol formation support adaptation capability of the isolates to degrade PYR by using it as a source of carbon. PYR ring cleavage was induced by the ring hydroxylating dioxogenase enzyme present in the strains, as identified by PCR assay. In silico analyses of the PYR degrading enzyme revealed its higher binding affinity (-7.6 kcal.mol- 1) and stability (Eigen value:1.655763 × 10- 04) to PYR, as further supported by other thoeroretical studies. MK9 strain was more efficient than the MK4 strain in PYR degradation. Studies gain its prominence as it reports for the first time on the aptitude of B. sediminis as novel PYR-degrading agent that can efficiently be used in the bioremediation of petroleum product pollution with a greener approach.
{"title":"Bioremediation by Brevibacterium sediminis: a prospective pyrene degrading agent to eliminate environmental polycyclic aromatic hydrocarbons.","authors":"Monalisha Karmakar, Debarati Jana, Tuhin Manna, Maitreyee Mitra, Kartik Chandra Guchhait, Subhamoy Dey, Priyanka Raul, Sahadeb Jana, Suchismita Roy, Anirban Baitalik, Kuntal Ghosh, Amiya Kumar Panda, Chandradipa Ghosh","doi":"10.1007/s11274-024-04178-6","DOIUrl":"10.1007/s11274-024-04178-6","url":null,"abstract":"<p><p>Environmental abuses and subsequent array of health hazards by petroleum products have emerged as a global concern that warrants proper remediation. Pyrene (PYR), a polycyclic aromatic hydrocarbon, is a xenobiotic by-product during crude petroleum processing. Biodegradation potential of two bacterial isolates (MK4 and MK9) of Brevibacterium sediminis from oil contaminated sites was explored. MK4 and MK9 could degrade PYR up to 23 and 59% (1000 mg.L<sup>- 1</sup>), respectively. A first-order formalism with the rate constant for MK4 and MK9 were found to be 0.022 ± 0.001 and 0.081 ± 0.005 day<sup>- 1</sup>, respectively with the corresponding half life period of 31.4 ± 1.4 and 8.6 ± 0.60 days respectively. Both the isolates produce biosurfactants as established by drop collapse assay, oil spreading and emulsification activity studies. Decrease in pH, change in absorbance (bacterial growth), and catechol formation support adaptation capability of the isolates to degrade PYR by using it as a source of carbon. PYR ring cleavage was induced by the ring hydroxylating dioxogenase enzyme present in the strains, as identified by PCR assay. In silico analyses of the PYR degrading enzyme revealed its higher binding affinity (-7.6 kcal.mol<sup>- 1</sup>) and stability (Eigen value:1.655763 × 10<sup>- 04</sup>) to PYR, as further supported by other thoeroretical studies. MK9 strain was more efficient than the MK4 strain in PYR degradation. Studies gain its prominence as it reports for the first time on the aptitude of B. sediminis as novel PYR-degrading agent that can efficiently be used in the bioremediation of petroleum product pollution with a greener approach.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"377"},"PeriodicalIF":4.0,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142569751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-02DOI: 10.1007/s11274-024-04182-w
Fatih Ölmez, Zemran Mustafa, Şahimerdan Türkölmez, Aslıhan Esra Bildirici, Seyid Amjad Ali, Muhammad Aasim
Phosphate-solubilizing fungus (PSF) strain alaromyces funiculosus was investigated for phosphorus solubilization, utilizing a range of pH levels and phosphate sources, followed by data confirmation through artificial intelligence modeling. T. funiculosus strain was exposed to five different phosphate sources [Ca3(PO4)2, FePO4, CaHPO4, AlPO4, and phytin] at different pH levels (4.5, 5.5, 6.5, 7.0, and 7.5). ANOVA, Pareto charts, and normal plots were used for analyzing the data. Artificial intelligence-based multilayer perceptron (MLP), random forest (RF) and extreme gradient boosting (XGBoost) models were used for data validation and prediction. Five-fold more phosphate (P) solubility by T. funiculosus was registered as compared to the control. The maximum soluble P was found at pH 4.5 (318324 ppb) and CaHPO4 (444045 ppb). Combination of phytin × 4.5 pH yielded the highest dissolved phosphorus (1537988 ppb), followed by 127458 ppb from the control × 4.5 pH. Pareto chart and normal plot analysis showedthe negative impact of pH (B), pH × F/C (fungus/control) × P-Source (ABC), and F/C (A) factor. Whereas pH × P-Source (AC) and P-Source (C) has positive impact on P solubility. The maximum R2 scores showed the order of RF (0.944) > MLP (0.938) > XGBoost (0.899). T. funiculosus strain has a grain potential for sustainable use for different types of phosphate sources. Application AI/ML models based on different performance metrics predicted the validated the attained results. In future research, it is recommended to check the efficacy of developed strategy under field conditions and to check the impact on soil and plant.
{"title":"Phosphate-solubilizing fungus (PSF) - mediated phosphorous solubilization and validation through Artificial intelligence computation.","authors":"Fatih Ölmez, Zemran Mustafa, Şahimerdan Türkölmez, Aslıhan Esra Bildirici, Seyid Amjad Ali, Muhammad Aasim","doi":"10.1007/s11274-024-04182-w","DOIUrl":"https://doi.org/10.1007/s11274-024-04182-w","url":null,"abstract":"<p><p>Phosphate-solubilizing fungus (PSF) strain alaromyces funiculosus was investigated for phosphorus solubilization, utilizing a range of pH levels and phosphate sources, followed by data confirmation through artificial intelligence modeling. T. funiculosus strain was exposed to five different phosphate sources [Ca<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub>, FePO<sub>4</sub>, CaHPO<sub>4</sub>, AlPO<sub>4</sub>, and phytin] at different pH levels (4.5, 5.5, 6.5, 7.0, and 7.5). ANOVA, Pareto charts, and normal plots were used for analyzing the data. Artificial intelligence-based multilayer perceptron (MLP), random forest (RF) and extreme gradient boosting (XGBoost) models were used for data validation and prediction. Five-fold more phosphate (P) solubility by T. funiculosus was registered as compared to the control. The maximum soluble P was found at pH 4.5 (318324 ppb) and CaHPO<sub>4</sub> (444045 ppb). Combination of phytin × 4.5 pH yielded the highest dissolved phosphorus (1537988 ppb), followed by 127458 ppb from the control × 4.5 pH. Pareto chart and normal plot analysis showedthe negative impact of pH (B), pH × F/C (fungus/control) × P-Source (ABC), and F/C (A) factor. Whereas pH × P-Source (AC) and P-Source (C) has positive impact on P solubility. The maximum R<sup>2</sup> scores showed the order of RF (0.944) > MLP (0.938) > XGBoost (0.899). T. funiculosus strain has a grain potential for sustainable use for different types of phosphate sources. Application AI/ML models based on different performance metrics predicted the validated the attained results. In future research, it is recommended to check the efficacy of developed strategy under field conditions and to check the impact on soil and plant.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"376"},"PeriodicalIF":4.0,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
D-allulose is a rare monosaccharide and a C-3 epimer of D-fructose. It has physiological functions, such as antihyperglycemic, obesity-preventing, neuroprotective, and reactive oxygen species (ROS) scavenging effects, making it an ideal sugar substitute. The synthesis methods for D-allulose include chemical synthesis and biosynthesis. Chemical synthesis requires strict reaction conditions and tends to produce byproducts. Biosynthesis is mainly an enzymatic process. Enzymatic catalysis for the conversion of starch or glycerol to D-allulose is performed mainly by enzymes such as isoamylase (IA), glucose isomerase (GI), D-allulose 3-epimerase (DPE), D-allulose-6-phosphate 3-epimerase (A6PE), D-allulose 6-phosphate phosphatase (A6PP), ribitol 2-dehydrogenase (RDH), glycerophosphate kinase (GK), glycerophosphate oxidase (GPO), and dihydroxyacetone phosphate (DHAP)-dependent aldolase. Biosynthesis is a more energy-efficient process, producing fewer harmful by-products and pollutants, and significantly reducing negative environmental impacts. Furthermore, the specific catalytic activity of enzymes facilitates the production of compounds of higher purity, thereby facilitating the isolation and purification of the products. It has thus become the main method for producing D-allulose. This article reviews the progress in research on the biosynthetic production of D-allulose, focusing on the enzymes involved and their enzymatic properties, and discusses the production prospects for D-allulose.
{"title":"Advances in the biosynthesis of D-allulose.","authors":"Yue Zhang, Zhengsong Zhou, Haoni Luan, Xue Zhang, Mengyu Liu, Kuiming Wang, Fei Wang, Wei Feng, Wei Xu, Peng Song","doi":"10.1007/s11274-024-04166-w","DOIUrl":"10.1007/s11274-024-04166-w","url":null,"abstract":"<p><p>D-allulose is a rare monosaccharide and a C-3 epimer of D-fructose. It has physiological functions, such as antihyperglycemic, obesity-preventing, neuroprotective, and reactive oxygen species (ROS) scavenging effects, making it an ideal sugar substitute. The synthesis methods for D-allulose include chemical synthesis and biosynthesis. Chemical synthesis requires strict reaction conditions and tends to produce byproducts. Biosynthesis is mainly an enzymatic process. Enzymatic catalysis for the conversion of starch or glycerol to D-allulose is performed mainly by enzymes such as isoamylase (IA), glucose isomerase (GI), D-allulose 3-epimerase (DPE), D-allulose-6-phosphate 3-epimerase (A6PE), D-allulose 6-phosphate phosphatase (A6PP), ribitol 2-dehydrogenase (RDH), glycerophosphate kinase (GK), glycerophosphate oxidase (GPO), and dihydroxyacetone phosphate (DHAP)-dependent aldolase. Biosynthesis is a more energy-efficient process, producing fewer harmful by-products and pollutants, and significantly reducing negative environmental impacts. Furthermore, the specific catalytic activity of enzymes facilitates the production of compounds of higher purity, thereby facilitating the isolation and purification of the products. It has thus become the main method for producing D-allulose. This article reviews the progress in research on the biosynthetic production of D-allulose, focusing on the enzymes involved and their enzymatic properties, and discusses the production prospects for D-allulose.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"375"},"PeriodicalIF":4.0,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-02DOI: 10.1007/s11274-024-04176-8
Nora DeLira-Bustillos, Uriel A Angulo-Zamudio, Nidia Leon-Sicairos, Hector Flores-Villaseñor, Jorge Velazquez-Roman, Gabriela Tapia-Pastrana, Samuel Canizales-Quinteros, Rafael Velázquez-Cruz, Jesús Alberto Cortez-Hernández, Adrian Canizalez-Roman
Recently, cyclomodulins have been identified in Escherichia coli (E. coli), which can induce dysplastic damage. This work aimed to determine the dysplastic activity of cyclomodulin-harboring E. coli isolated from CRC patients, obese and normal-weight subjects in a mouse model. Forty-two mice were pretreated with streptomycin, azoxymethane, and dextran sodium sulfate. Mice were infected with E. coli pks + isolated from a CRC patient, with E. coli pks + cif + isolated from obese or normal-weight subjects, or with E. coli HB101. The presence of cyclomodulin-harboring E. coli in the feces, weight loss, changes in fecal consistency, and the presence of blood in the feces were monitored and used to assess the disease activity index (DAI). After 62 days, the mice were sacrificed to evaluate the presence of intestinal polyps and dysplastic damage by histologic sections. Cyclomodulin-harboring E. coli colonized the mice; these mice exhibited weight loss and watery diarrhea, and isolated normal-weight E. coli had a higher DAI. Polyps were observed in mice infected with cyclomodulin-harboring E. coli in the ileum but to a greater extent in obese isolates. E. coli isolated from CRC showed more significant endothelial damage associated with dysplasia in the ileum in equal proportions from obese and normal-weight isolates. In conclusion, E. coli harboring cyclomodulins isolated from CRC, obesity, or normal weight can cause dysplastic damage in the ileum of mice and may be a risk factor for CRC development.
{"title":"Cyclomodulins-harboring Escherichia coli isolated from obese and normal-weight subjects induces intestinal dysplasia in a mouse model.","authors":"Nora DeLira-Bustillos, Uriel A Angulo-Zamudio, Nidia Leon-Sicairos, Hector Flores-Villaseñor, Jorge Velazquez-Roman, Gabriela Tapia-Pastrana, Samuel Canizales-Quinteros, Rafael Velázquez-Cruz, Jesús Alberto Cortez-Hernández, Adrian Canizalez-Roman","doi":"10.1007/s11274-024-04176-8","DOIUrl":"https://doi.org/10.1007/s11274-024-04176-8","url":null,"abstract":"<p><p>Recently, cyclomodulins have been identified in Escherichia coli (E. coli), which can induce dysplastic damage. This work aimed to determine the dysplastic activity of cyclomodulin-harboring E. coli isolated from CRC patients, obese and normal-weight subjects in a mouse model. Forty-two mice were pretreated with streptomycin, azoxymethane, and dextran sodium sulfate. Mice were infected with E. coli pks + isolated from a CRC patient, with E. coli pks + cif + isolated from obese or normal-weight subjects, or with E. coli HB101. The presence of cyclomodulin-harboring E. coli in the feces, weight loss, changes in fecal consistency, and the presence of blood in the feces were monitored and used to assess the disease activity index (DAI). After 62 days, the mice were sacrificed to evaluate the presence of intestinal polyps and dysplastic damage by histologic sections. Cyclomodulin-harboring E. coli colonized the mice; these mice exhibited weight loss and watery diarrhea, and isolated normal-weight E. coli had a higher DAI. Polyps were observed in mice infected with cyclomodulin-harboring E. coli in the ileum but to a greater extent in obese isolates. E. coli isolated from CRC showed more significant endothelial damage associated with dysplasia in the ileum in equal proportions from obese and normal-weight isolates. In conclusion, E. coli harboring cyclomodulins isolated from CRC, obesity, or normal weight can cause dysplastic damage in the ileum of mice and may be a risk factor for CRC development.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"40 12","pages":"371"},"PeriodicalIF":4.0,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}