Pub Date : 2026-02-03DOI: 10.1186/s13068-026-02744-8
Taru Koitto, Anna Pohto, Elizaveta Sidorova, Thu V Vuong, Merja Penttilä, Emma R Master
Background: Anaerobic microbes produce multienzyme complexes known as cellulosomes to enhance the degradation of cellulosic substrates. These complexes localize diverse enzymes onto a protein scaffold, where proteins are anchored by dockerin domains. Although the cellulosomes of anaerobic fungi incorporate a broad array of cellulolytic enzymes, they remain largely unexplored. Notably, some fungal cellulosomes reportedly comprise expansin-like proteins with potential to disrupt cellulose networks. While two bacterial cellulosomal expansin-like proteins have been characterized, no fungal cellulosomal expansin-like proteins have been functionally characterized to date.
Results: Sequence analyses of expansin-like proteins from the anaerobic fungus Neocallimastix californiae revealed similar N-terminal domains among proteins with or without appended dockerins. Those without dockerins, however, consistently lacked the first conserved aromatic residue that forms the substrate binding surface of the C-terminal family 63 carbohydrate binding module. One cellulosomal expansin-like protein from N. californiae (NcaEXLX1) was recombinantly expressed with and without (NcaEXLX1tr) the dockerin domains. The adsorption characteristics of NcaEXLX1 and NcaEXLX1tr, and impact on cellulase (Cel7B) activity, were then investigated using quartz crystal microbalance with dissipation (QCM-D). NcaEXLX1 exhibited higher binding to cellulose nanofibrils (CNF) compared to NcaEXLX1tr. Despite the lower binding of NcaEXLX1tr to CNF, both NcaEXLX1 and NcaEXLX1tr enhanced the action of Cel7B to similar extents.
Conclusions: This study reports the production and characterization of a fungal cellulosomal expansin-like protein. The corresponding NcaEXLX1 protein and truncated variant were shown to enhance the activity of an endoglucanase, similar to observations made with non-cellulosomal expansin-like proteins. Notably, the improvement in cellulase activity upon the addition of NcaEXLX1 or NcaEXLX1tr was not correlated to extent of substrate binding.
背景:厌氧微生物产生称为纤维素体的多酶复合物,以增强纤维素底物的降解。这些复合物将不同的酶定位到一个蛋白质支架上,在那里蛋白质被dockerin结构域锚定。虽然厌氧真菌的纤维素体包含了广泛的纤维素分解酶,但它们在很大程度上仍未被探索。值得注意的是,据报道,一些真菌纤维素体含有具有破坏纤维素网络潜力的膨胀蛋白样蛋白质。虽然两种细菌纤维素体扩张蛋白样蛋白已经被表征,但迄今为止还没有真菌纤维素体扩张蛋白样蛋白的功能特征。结果:对厌氧真菌Neocallimastix californiae中膨胀蛋白样蛋白的序列分析显示,有或没有附加dockerins的蛋白具有相似的n端结构域。然而,那些没有dockerins的,始终缺乏形成c -末端家族63碳水化合物结合模块的底物结合表面的第一个保守的芳香残基。一个cellulosomal expansin-like蛋白质n californiae (NcaEXLX1)重组表达有或没有(NcaEXLX1tr) dockerin域。利用石英晶体耗散微天平(QCM-D)研究了NcaEXLX1和NcaEXLX1tr的吸附特性及其对纤维素酶(Cel7B)活性的影响。与NcaEXLX1tr相比,NcaEXLX1与纤维素纳米原纤维(CNF)的结合更高。尽管NcaEXLX1tr与CNF的结合较低,但NcaEXLX1和NcaEXLX1tr对Cel7B的作用增强程度相似。结论:本研究报道了一种真菌纤维素体扩张蛋白样蛋白的产生和特性。相应的NcaEXLX1蛋白和截断的变体被证明可以增强内切葡聚糖酶的活性,这与非纤维素体扩张蛋白样蛋白的观察结果相似。值得注意的是,添加NcaEXLX1或NcaEXLX1tr后纤维素酶活性的提高与底物结合程度无关。
{"title":"Functional characterization of a dockerin-containing expansin-like protein from the anaerobic fungus Neocallimastix californiae.","authors":"Taru Koitto, Anna Pohto, Elizaveta Sidorova, Thu V Vuong, Merja Penttilä, Emma R Master","doi":"10.1186/s13068-026-02744-8","DOIUrl":"https://doi.org/10.1186/s13068-026-02744-8","url":null,"abstract":"<p><strong>Background: </strong>Anaerobic microbes produce multienzyme complexes known as cellulosomes to enhance the degradation of cellulosic substrates. These complexes localize diverse enzymes onto a protein scaffold, where proteins are anchored by dockerin domains. Although the cellulosomes of anaerobic fungi incorporate a broad array of cellulolytic enzymes, they remain largely unexplored. Notably, some fungal cellulosomes reportedly comprise expansin-like proteins with potential to disrupt cellulose networks. While two bacterial cellulosomal expansin-like proteins have been characterized, no fungal cellulosomal expansin-like proteins have been functionally characterized to date.</p><p><strong>Results: </strong>Sequence analyses of expansin-like proteins from the anaerobic fungus Neocallimastix californiae revealed similar N-terminal domains among proteins with or without appended dockerins. Those without dockerins, however, consistently lacked the first conserved aromatic residue that forms the substrate binding surface of the C-terminal family 63 carbohydrate binding module. One cellulosomal expansin-like protein from N. californiae (NcaEXLX1) was recombinantly expressed with and without (NcaEXLX1tr) the dockerin domains. The adsorption characteristics of NcaEXLX1 and NcaEXLX1tr, and impact on cellulase (Cel7B) activity, were then investigated using quartz crystal microbalance with dissipation (QCM-D). NcaEXLX1 exhibited higher binding to cellulose nanofibrils (CNF) compared to NcaEXLX1tr. Despite the lower binding of NcaEXLX1tr to CNF, both NcaEXLX1 and NcaEXLX1tr enhanced the action of Cel7B to similar extents.</p><p><strong>Conclusions: </strong>This study reports the production and characterization of a fungal cellulosomal expansin-like protein. The corresponding NcaEXLX1 protein and truncated variant were shown to enhance the activity of an endoglucanase, similar to observations made with non-cellulosomal expansin-like proteins. Notably, the improvement in cellulase activity upon the addition of NcaEXLX1 or NcaEXLX1tr was not correlated to extent of substrate binding.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1186/s13068-026-02736-8
Luca Antonia Grebe, Christina Maria Krekel, Constantin Alexander Maaß, Mario Beckers, Martin Smotrycki, An N T Phan, Lars M Blank, Katharina Saur, Marcel Mann, Jörn Viell, Andreas Jupke, Jørgen Barsett Magnus
Background: The growing demand for sustainable alternatives to fossil-based chemicals has increased interest in platform chemicals derived from renewable biomass sources, such as malic acid. This C4 dicarboxylic acid is valued for its diverse application potential in food, pharmaceuticals, and bioplastics. Sustainable platform chemicals remain commercially uncompetitive primarily due to high production costs driven by high substrate costs. Microbial production using more cost-effective feedstocks like sugar beet molasses shows promise. However, it faces challenges from high osmolality, growth inhibitors, and predetermined substrate composition during fermentation, as well as elevated pigmentation that complicates downstream processing. Moreover, the separation techniques typically used for highly polar carboxylic acids face considerable yield limitations due to the high solubility of malic acid and its salts.
Results: This study developed an all-encompassing production process for malic acid from untreated sugar beet molasses. Fermentative malic acid production with Ustilago trichophora was investigated in batch, fed-batch, and pulsed batch in shake flask scale, followed by a scale-up into 150 L pilot scale. A total of 15.7 kg malic acid was produced in a repeated pulsed batch with membrane-based cell retention with a titer of 108 g/L, a yield of 0.50 g/g, and a space-time yield of 0.66 g/L/h (max. 1.1 g/L/h). In addition, the byproduct succinic acid was detected in concentrations of up to 22.9 g/L. In the subsequent downstream processing, activated carbons were used for two-stage product capture, solvent change, and decolorization, followed by crystallization of the products malic acid and succinic acid. Based on experimental results, an Aspen Plus model was developed to estimate the overall process yields of 0.43 g malic acid (98% purity) and 0.10 g succinic acid per gram sucrose equivalent. A techno-economic analysis suggests production costs within the range of current market prices.
Conclusion: Agricultural residue streams are often proposed as cost-effective alternatives for fermentative platform chemical production, although the challenges addressed hamper the direct transfer of process strategies from established organic acid production. By presenting a holistic approach explicitly tailored to malic acid production from untreated molasses, this work demonstrates the techno-economic feasibility of the developed process at a meaningful scale.
背景:对化石基化学品的可持续替代品的需求不断增长,增加了人们对来自可再生生物质来源的平台化学品的兴趣,如苹果酸。该C4二羧酸在食品、医药、生物塑料等领域具有广泛的应用潜力。可持续平台化学品在商业上仍然缺乏竞争力,主要是由于高基材成本驱动的高生产成本。微生物生产使用更具成本效益的原料,如甜菜糖蜜,显示出前景。然而,它面临着来自高渗透压、生长抑制剂和发酵过程中预先确定的底物组成的挑战,以及使下游加工复杂化的色素沉着升高。此外,由于苹果酸及其盐的高溶解度,通常用于高极性羧酸的分离技术面临相当大的收率限制。结果:本研究开发了以未经处理的甜菜糖蜜为原料生产苹果酸的全面工艺。在摇瓶规模下研究了毛霉发酵生产苹果酸的分批、补料分批和脉冲分批,然后扩大到150 L中试规模。重复脉冲批法制备苹果酸15.7 kg,膜基细胞保留,滴度为108 g/L,产率为0.50 g/g,空时产率为0.66 g/L/h。1.1 g / L / h)。此外,副产物琥珀酸的浓度高达22.9 g/L。在随后的下游工艺中,活性炭用于两阶段的产品捕获,溶剂变化和脱色,然后是产品苹果酸和琥珀酸的结晶。根据实验结果,建立了一个Aspen Plus模型,以估计每克蔗糖当量0.43 g苹果酸(纯度为98%)和0.10 g琥珀酸的总体工艺收率。技术经济分析表明,生产成本在当前市场价格的范围内。结论:农业残留物流通常被认为是发酵平台化学品生产的成本效益替代品,尽管所解决的挑战阻碍了从已建立的有机酸生产中直接转移工艺策略。通过提出一种明确针对从未经处理的糖蜜中生产苹果酸的整体方法,这项工作证明了该开发过程在有意义的规模上的技术经济可行性。
{"title":"From beet molasses to malic acid: holistic development of fermentation and downstream process.","authors":"Luca Antonia Grebe, Christina Maria Krekel, Constantin Alexander Maaß, Mario Beckers, Martin Smotrycki, An N T Phan, Lars M Blank, Katharina Saur, Marcel Mann, Jörn Viell, Andreas Jupke, Jørgen Barsett Magnus","doi":"10.1186/s13068-026-02736-8","DOIUrl":"https://doi.org/10.1186/s13068-026-02736-8","url":null,"abstract":"<p><strong>Background: </strong>The growing demand for sustainable alternatives to fossil-based chemicals has increased interest in platform chemicals derived from renewable biomass sources, such as malic acid. This C4 dicarboxylic acid is valued for its diverse application potential in food, pharmaceuticals, and bioplastics. Sustainable platform chemicals remain commercially uncompetitive primarily due to high production costs driven by high substrate costs. Microbial production using more cost-effective feedstocks like sugar beet molasses shows promise. However, it faces challenges from high osmolality, growth inhibitors, and predetermined substrate composition during fermentation, as well as elevated pigmentation that complicates downstream processing. Moreover, the separation techniques typically used for highly polar carboxylic acids face considerable yield limitations due to the high solubility of malic acid and its salts.</p><p><strong>Results: </strong>This study developed an all-encompassing production process for malic acid from untreated sugar beet molasses. Fermentative malic acid production with Ustilago trichophora was investigated in batch, fed-batch, and pulsed batch in shake flask scale, followed by a scale-up into 150 L pilot scale. A total of 15.7 kg malic acid was produced in a repeated pulsed batch with membrane-based cell retention with a titer of 108 g/L, a yield of 0.50 g/g, and a space-time yield of 0.66 g/L/h (max. 1.1 g/L/h). In addition, the byproduct succinic acid was detected in concentrations of up to 22.9 g/L. In the subsequent downstream processing, activated carbons were used for two-stage product capture, solvent change, and decolorization, followed by crystallization of the products malic acid and succinic acid. Based on experimental results, an Aspen Plus model was developed to estimate the overall process yields of 0.43 g malic acid (98% purity) and 0.10 g succinic acid per gram sucrose equivalent. A techno-economic analysis suggests production costs within the range of current market prices.</p><p><strong>Conclusion: </strong>Agricultural residue streams are often proposed as cost-effective alternatives for fermentative platform chemical production, although the challenges addressed hamper the direct transfer of process strategies from established organic acid production. By presenting a holistic approach explicitly tailored to malic acid production from untreated molasses, this work demonstrates the techno-economic feasibility of the developed process at a meaningful scale.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1186/s13068-026-02746-6
Mozhdeh Alipoursarbani, Jeroen Tideman, Mitzy López, Christian Abendroth
Bioaugmentation, the intentional introduction of specific microorganisms into anaerobic digestion (AD) systems, has shown promise in enhancing methane production and in mitigating stressful conditions, particularly in systems operating below optimal performance. This review presents a systematic literature review (SLR) of research on bioaugmentation in AD. This review identified and analysed studies meeting predefined eligibility criteria through a structured methodology involving research protocol, search, appraisal, synthesis, analysis, and reporting. A notable innovation of this review is its comprehensive critical comparison of different controls used in bioaugmentation studies, which has been inadequately addressed in previous literature. To facilitate the functional understanding, strains for bioaugmentation were grouped into the four phases of anaerobic digestion (hydrolysis, acidogenesis, acetogenesis and methanogenesis). A highly diverse set of microbes has been described for bioaugmentation, especially from the families Clostridiaceae, Pseudomonadaceae and Syntrophomonadaceae. Most works are related to hydrolysis. The few works that address acidogenesis are mostly related to dark fermentation. Several studies used methanogenic archaea as well as syntrophic acetate oxidising bacteria, despite the difficulties in culturing them. On the other hand, studies applying strains for acetogenesis were largely underrepresented. Especially works on syntrophic propionate and butyrate oxidation (SPO and SBO) were missing.
{"title":"Bioaugmentation in anaerobic digesters: a systematic review.","authors":"Mozhdeh Alipoursarbani, Jeroen Tideman, Mitzy López, Christian Abendroth","doi":"10.1186/s13068-026-02746-6","DOIUrl":"https://doi.org/10.1186/s13068-026-02746-6","url":null,"abstract":"<p><p>Bioaugmentation, the intentional introduction of specific microorganisms into anaerobic digestion (AD) systems, has shown promise in enhancing methane production and in mitigating stressful conditions, particularly in systems operating below optimal performance. This review presents a systematic literature review (SLR) of research on bioaugmentation in AD. This review identified and analysed studies meeting predefined eligibility criteria through a structured methodology involving research protocol, search, appraisal, synthesis, analysis, and reporting. A notable innovation of this review is its comprehensive critical comparison of different controls used in bioaugmentation studies, which has been inadequately addressed in previous literature. To facilitate the functional understanding, strains for bioaugmentation were grouped into the four phases of anaerobic digestion (hydrolysis, acidogenesis, acetogenesis and methanogenesis). A highly diverse set of microbes has been described for bioaugmentation, especially from the families Clostridiaceae, Pseudomonadaceae and Syntrophomonadaceae. Most works are related to hydrolysis. The few works that address acidogenesis are mostly related to dark fermentation. Several studies used methanogenic archaea as well as syntrophic acetate oxidising bacteria, despite the difficulties in culturing them. On the other hand, studies applying strains for acetogenesis were largely underrepresented. Especially works on syntrophic propionate and butyrate oxidation (SPO and SBO) were missing.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1186/s13068-026-02745-7
Meicai Xu, Carter Monson, Jacob Willsea, Sibel Uludag-Demirer, April Leytem, Barry Bradford, Wei Liao
The adoption of electric vehicles (EVs) in rural areas is constrained by limited charging infrastructure, while small-scale dairy farms remain significant sources of greenhouse gas (GHG) emissions from manure management. This study addresses both challenges by demonstrating a dispatchable renewable electricity generation system that integrates anaerobic digestion (AD) with an external-combustion, Stirling-type combined heat and power (CHP) unit to support rural EV charging. A trailer-based system incorporating a 2.25 m3 AD reactor and a 5.6 kW CHP unit was constructed and operated using 28 kg/day of dairy manure. Results from a 50-day demonstration informed scaling and modeling for a representative 30-cow dairy farm. The AD process achieved a methane productivity of 232 L/kg volatile solids, with electrical and thermal conversion efficiencies of 15.05% and 37.11%, respectively. When scaled to a 30-cow farm, the system produced 46.46 kWh/day of net electricity and 10.43 kWh/day of recoverable heat, sufficient to meet realistic rural EV charging demands. Techno-economic analysis estimated a total capital investment of $99,000, annual operating costs of $2,000, and combined energy revenues of $7,797/year, corresponding to a 28-year payback period. Sensitivity analysis indicated that system economics are most strongly influenced by revenue generation. Life cycle assessment showed substantial environmental benefits relative to conventional manure management, including annual reductions of 324.44 tons CO2-eq in global warming potential. Compared with stand-alone photovoltaic EV charging systems that require large battery storage to ensure winter reliability in northern climates, the biogas-based system leverages biogas storage as a low-cost energy buffer, enabling on-demand electricity generation with lower capital intensity. Overall, this work demonstrates a compact and scalable pathway for integrating manure-derived biogas with EV charging to advance rural electrification and circular bioeconomy goals.
{"title":"Reliable renewable electricity generation system on small animal farms for rural electric vehicle charging.","authors":"Meicai Xu, Carter Monson, Jacob Willsea, Sibel Uludag-Demirer, April Leytem, Barry Bradford, Wei Liao","doi":"10.1186/s13068-026-02745-7","DOIUrl":"https://doi.org/10.1186/s13068-026-02745-7","url":null,"abstract":"<p><p>The adoption of electric vehicles (EVs) in rural areas is constrained by limited charging infrastructure, while small-scale dairy farms remain significant sources of greenhouse gas (GHG) emissions from manure management. This study addresses both challenges by demonstrating a dispatchable renewable electricity generation system that integrates anaerobic digestion (AD) with an external-combustion, Stirling-type combined heat and power (CHP) unit to support rural EV charging. A trailer-based system incorporating a 2.25 m<sup>3</sup> AD reactor and a 5.6 kW CHP unit was constructed and operated using 28 kg/day of dairy manure. Results from a 50-day demonstration informed scaling and modeling for a representative 30-cow dairy farm. The AD process achieved a methane productivity of 232 L/kg volatile solids, with electrical and thermal conversion efficiencies of 15.05% and 37.11%, respectively. When scaled to a 30-cow farm, the system produced 46.46 kWh/day of net electricity and 10.43 kWh/day of recoverable heat, sufficient to meet realistic rural EV charging demands. Techno-economic analysis estimated a total capital investment of $99,000, annual operating costs of $2,000, and combined energy revenues of $7,797/year, corresponding to a 28-year payback period. Sensitivity analysis indicated that system economics are most strongly influenced by revenue generation. Life cycle assessment showed substantial environmental benefits relative to conventional manure management, including annual reductions of 324.44 tons CO<sub>2</sub>-eq in global warming potential. Compared with stand-alone photovoltaic EV charging systems that require large battery storage to ensure winter reliability in northern climates, the biogas-based system leverages biogas storage as a low-cost energy buffer, enabling on-demand electricity generation with lower capital intensity. Overall, this work demonstrates a compact and scalable pathway for integrating manure-derived biogas with EV charging to advance rural electrification and circular bioeconomy goals.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-29DOI: 10.1186/s13068-026-02738-6
Irina Nizovtseva, Alexey Rezaykin, Aleksandra Korenskaia, Maksim Zakhartsev, Alina Chigireva, Ilya Starodumov, Dmitrii Chernushkin
Background: Methylococcus species utilize methane as the sole carbon and energy source, converting it into biomass and other metabolic end products. Owing to this metabolic capacity, they hold particular promise in industrial C1 biotechnology, especially for the production of protein-rich feed. However, the industrial cultivation of Methylococcus-based consortia on methane is inherently nonsterile, exposing the process to potential biological risks that may compromise the stability, duration and productivity of cultivation. One of the most critical threats is bacteriophage infection, whose triggers for rapid phage-mediated lysis and resulting economic losses remain incompletely understood. Elucidating these processes is paramount for devising strategies to mitigate or prevent detrimental outcomes.
Results: In this investigation, nine publicly accessible genomes of Methylococcus species were examined, culminating in the identification of eleven prophage sequences distributed variably among the genomes. Sequence annotations revealed that nine prophages are potentially functional and intact, whereas the rest carry incomplete gene sets indicative of nonviability. Phylogenetic analyses corroborated the substantial diversity of prophages, which formed distinct clusters related to γ-proteobacteria phages. Furthermore, comparative genomic analyses demonstrated a high degree of structural conservation despite the presence of rearrangements. The annotation of the CRISPR‒Cas systems provided insights into additional dimensions of phage‒bacteria interactions. Examination of prophage integration sites did not reveal any disruption of metabolic gene structures, thus suggesting minimal risk of deleterious phenotypic outcomes.
Conclusions: These findings considerably advance the current understanding of the genetic diversity and biological properties of prophages infecting Methylococcus species, underscoring the importance of holistic approaches for the detection and analysis of these elements. Our findings underscore the need for routine prophage monitoring in industrial methanotrophic consortia, with the pipeline established here serving as a foundational framework for future refinement and industrial adaptation.
{"title":"Identification and comparative genomic analysis of prophage sequences and CRISPR‒Cas immunity in Methylococcus genomes: insights into industrial methane bioconversion.","authors":"Irina Nizovtseva, Alexey Rezaykin, Aleksandra Korenskaia, Maksim Zakhartsev, Alina Chigireva, Ilya Starodumov, Dmitrii Chernushkin","doi":"10.1186/s13068-026-02738-6","DOIUrl":"https://doi.org/10.1186/s13068-026-02738-6","url":null,"abstract":"<p><strong>Background: </strong>Methylococcus species utilize methane as the sole carbon and energy source, converting it into biomass and other metabolic end products. Owing to this metabolic capacity, they hold particular promise in industrial C1 biotechnology, especially for the production of protein-rich feed. However, the industrial cultivation of Methylococcus-based consortia on methane is inherently nonsterile, exposing the process to potential biological risks that may compromise the stability, duration and productivity of cultivation. One of the most critical threats is bacteriophage infection, whose triggers for rapid phage-mediated lysis and resulting economic losses remain incompletely understood. Elucidating these processes is paramount for devising strategies to mitigate or prevent detrimental outcomes.</p><p><strong>Results: </strong>In this investigation, nine publicly accessible genomes of Methylococcus species were examined, culminating in the identification of eleven prophage sequences distributed variably among the genomes. Sequence annotations revealed that nine prophages are potentially functional and intact, whereas the rest carry incomplete gene sets indicative of nonviability. Phylogenetic analyses corroborated the substantial diversity of prophages, which formed distinct clusters related to γ-proteobacteria phages. Furthermore, comparative genomic analyses demonstrated a high degree of structural conservation despite the presence of rearrangements. The annotation of the CRISPR‒Cas systems provided insights into additional dimensions of phage‒bacteria interactions. Examination of prophage integration sites did not reveal any disruption of metabolic gene structures, thus suggesting minimal risk of deleterious phenotypic outcomes.</p><p><strong>Conclusions: </strong>These findings considerably advance the current understanding of the genetic diversity and biological properties of prophages infecting Methylococcus species, underscoring the importance of holistic approaches for the detection and analysis of these elements. Our findings underscore the need for routine prophage monitoring in industrial methanotrophic consortia, with the pipeline established here serving as a foundational framework for future refinement and industrial adaptation.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146088434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Artificial microbial consortium has been widely employed to improve the production of fengycin, a natural lipopeptide. Kinetic models are essential for understanding and predicting the dynamic behavior of metabolic systems, especially microbial consortia. Since the time evolution of metabolite concentrations and biomass is continuous and dynamic, systems of ordinary differential equations (ODEs) provide a natural and effective framework for capturing such interactions. In this work, a kinetic model based on ODEs was established to describe a multi-strain artificial consortium for fengycin synthesis, utilizing Bacillus subtilis, Yarrowia lipolytica, and Corynebacterium glutamicum as target strains.
Results: The model captures microbial growth, intermediate metabolite formation, final product synthesis, and substrate consumption. It was successfully applied to analyze and interpret the cultivation data of target strains on various substrates. The model explicitly incorporates the accumulation of amino acids synthesized by C. glutamicum, the accumulation of fatty acids synthesized by Y. lipolytica, and the process in which B. subtilis utilized amino acids and fatty acids as partial precursors for fengycin production. The mathematical model ended up as a nonlinear ordinary differential system, which was solved with an adaptive step-size Runge-Kutta method, coupled with a genetic algorithm to roughly estimate the optimal model parameters associated with cellular growth, substrate consumption, and product level in fermentation broths.
Conclusions: The numerical results of the kinetic model agreed well with experimental data, and all seven sets of experimental conditions were fitted with overall relative errors ranging from 7.4 to 15.1%. This kinetic modeling provided a meaningful tool for the rational design and construction of further artificial consortia.
{"title":"Kinetic modeling of multiple-strain artificial consortium to improve fengycin production of Bacillus subtilis.","authors":"Shi-Long Jin, Si-Yu Wei, Geng-Rong Gao, Lian-Bo Wei, Zhi-Xuan Li, Shao-Bo Zhang, Xin Liu, Xin-Hua Qi, Ming-Zhu Ding, Jing-Sheng Cheng, Yong Zhang","doi":"10.1186/s13068-025-02733-3","DOIUrl":"https://doi.org/10.1186/s13068-025-02733-3","url":null,"abstract":"<p><strong>Background: </strong>Artificial microbial consortium has been widely employed to improve the production of fengycin, a natural lipopeptide. Kinetic models are essential for understanding and predicting the dynamic behavior of metabolic systems, especially microbial consortia. Since the time evolution of metabolite concentrations and biomass is continuous and dynamic, systems of ordinary differential equations (ODEs) provide a natural and effective framework for capturing such interactions. In this work, a kinetic model based on ODEs was established to describe a multi-strain artificial consortium for fengycin synthesis, utilizing Bacillus subtilis, Yarrowia lipolytica, and Corynebacterium glutamicum as target strains.</p><p><strong>Results: </strong>The model captures microbial growth, intermediate metabolite formation, final product synthesis, and substrate consumption. It was successfully applied to analyze and interpret the cultivation data of target strains on various substrates. The model explicitly incorporates the accumulation of amino acids synthesized by C. glutamicum, the accumulation of fatty acids synthesized by Y. lipolytica, and the process in which B. subtilis utilized amino acids and fatty acids as partial precursors for fengycin production. The mathematical model ended up as a nonlinear ordinary differential system, which was solved with an adaptive step-size Runge-Kutta method, coupled with a genetic algorithm to roughly estimate the optimal model parameters associated with cellular growth, substrate consumption, and product level in fermentation broths.</p><p><strong>Conclusions: </strong>The numerical results of the kinetic model agreed well with experimental data, and all seven sets of experimental conditions were fitted with overall relative errors ranging from 7.4 to 15.1%. This kinetic modeling provided a meaningful tool for the rational design and construction of further artificial consortia.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146069445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1186/s13068-026-02741-x
Xinran Yu, Su Ma, Xiuyun Wu, Lushan Wang
Background: Efficient degradation of cellulose is a key bottleneck in the industrialization of biofuels. While fungi achieve substrate conversion through precise regulation of cellulase systems, the systematic mechanisms underlying efficient degradation (encompassing gene transcription, extracellular protein cooperation, and product metabolism) remain unclear in specific fungi, especially thermophilic fungi critical for industrial production.
Results: (1) C. thermophilum did not induce cellulases under cellobiose, while microcrystalline cellulose (MCC) strongly activated degradation. CtClr-2 acts as a core transcription factor, directly driving the co-expression of key genes including LPMOs, CDH, and CBH; its deletion reduces MCC degradation efficiency by 30%. (2) Enzyme secretion may follow a three-stage cascade pattern (CBH1-A → LPMOs/CDH-1 → CBH1/2-B), where the selective secretion and temporal synergy of oxidases and hydrolase increase the reducing sugar yield by 60.6%. (3) The sugar acid metabolic network may enable efficient utilization of degradation products and potentially help maintain extracellular pH.
Conclusions: This study reveals the efficient "transcriptional regulation-enzyme secretion adaptation" synergistic mechanism in C. thermophilum. CtClr-2 coordinates key genes, and staged enzyme secretion optimizes synergy, while sugar acid metabolism ensures homeostasis. These insights advance thermophilic cellulolysis understanding and provide targets for engineering industrial strains through synthetic biology (for example, enhancing enzyme yield and optimizing degradation efficiency), aiding cost reduction in biofuel production.
{"title":"Integrated omics analysis of the cellulose co-degradation network of Chaetomium thermophilum.","authors":"Xinran Yu, Su Ma, Xiuyun Wu, Lushan Wang","doi":"10.1186/s13068-026-02741-x","DOIUrl":"https://doi.org/10.1186/s13068-026-02741-x","url":null,"abstract":"<p><strong>Background: </strong>Efficient degradation of cellulose is a key bottleneck in the industrialization of biofuels. While fungi achieve substrate conversion through precise regulation of cellulase systems, the systematic mechanisms underlying efficient degradation (encompassing gene transcription, extracellular protein cooperation, and product metabolism) remain unclear in specific fungi, especially thermophilic fungi critical for industrial production.</p><p><strong>Results: </strong>(1) C. thermophilum did not induce cellulases under cellobiose, while microcrystalline cellulose (MCC) strongly activated degradation. CtClr-2 acts as a core transcription factor, directly driving the co-expression of key genes including LPMOs, CDH, and CBH; its deletion reduces MCC degradation efficiency by 30%. (2) Enzyme secretion may follow a three-stage cascade pattern (CBH1-A → LPMOs/CDH-1 → CBH1/2-B), where the selective secretion and temporal synergy of oxidases and hydrolase increase the reducing sugar yield by 60.6%. (3) The sugar acid metabolic network may enable efficient utilization of degradation products and potentially help maintain extracellular pH.</p><p><strong>Conclusions: </strong>This study reveals the efficient \"transcriptional regulation-enzyme secretion adaptation\" synergistic mechanism in C. thermophilum. CtClr-2 coordinates key genes, and staged enzyme secretion optimizes synergy, while sugar acid metabolism ensures homeostasis. These insights advance thermophilic cellulolysis understanding and provide targets for engineering industrial strains through synthetic biology (for example, enhancing enzyme yield and optimizing degradation efficiency), aiding cost reduction in biofuel production.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146044444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1186/s13068-026-02740-y
Antonio DeChellis, Samantha Shimabukuro, Sumay Trivedi, Reena Lubowski, Bhargava Nemmaru, Shishir P S Chundawat
Lignocellulosic biomass is an abundant renewable carbon source for biofuel production, but its conversion to fermentable sugars is hindered by poor cellulase activity on highly crystalline and insoluble cellulose. While pretreatment makes biomass more amenable to enzymatic degradation, several issues linger related to productive enzyme binding and efficient catalytic turnover. To address this bottleneck, we employed protein supercharging to rationally design a glycosyl hydrolase (GH) family-6 exocellulase (Cel6B) and its native family-2a carbohydrate binding module (CBM2a) from the thermophilic cellulolytic microbe Thermobifida fusca. A chimeric library of 32 supercharged constructs rationally designed across both GH/CBM domains was synthesized and expressed in E. coli. Screening of the entire library of supercharged enzymes on several cellulosic substrates identified one key construct, D5 CBM2a-WT Cel6B, containing a positively supercharged CBM2a that showed 2-threefold higher activity on all substrates tested at pH 5.5. Purified enzyme assays confirmed that exocellulases behave quite differently from their endocellulase counterparts when supercharged using similar protocols. Still, the purified D5 CBM2a-WT Cel6B mutant showed a 2.3-fold improvement in specific activity compared to native enzyme on crystalline cellulose. Analysis of melt curves depicts that, while all other constructs tested have one distinct melt peak near the expected CBM melting point, domain melting is decoupled for the D5 CBM2a mutant. This effect reveals an intrinsic melting temperature of the Cel6B CD nearly 18 °C higher than the coupled melting temperature of the full-length enzyme. This unexpected stabilization effect of supercharged CBM2a domain is likely the driving force for activity improvements seen for this exocellulase that is otherwise prone to stalling and denaturation on the cellulose surface during processive catalytic turnover cycles. When combining this supercharged exocellulase construct with its endocellulase counterpart, our results showed that supercharged enzymes, exhibiting the highest activity alone, produced the best synergistic partners. This study highlights another successful implementation of protein supercharging for cellulases and provides another key piece toward building an effective synergistic cellulase cocktail for lignocellulosic biomass deconstruction.
{"title":"There is an \"I\" in team: individual improvements in supercharged cellulase cocktail facilitates cooperative cellulose degradation.","authors":"Antonio DeChellis, Samantha Shimabukuro, Sumay Trivedi, Reena Lubowski, Bhargava Nemmaru, Shishir P S Chundawat","doi":"10.1186/s13068-026-02740-y","DOIUrl":"10.1186/s13068-026-02740-y","url":null,"abstract":"<p><p>Lignocellulosic biomass is an abundant renewable carbon source for biofuel production, but its conversion to fermentable sugars is hindered by poor cellulase activity on highly crystalline and insoluble cellulose. While pretreatment makes biomass more amenable to enzymatic degradation, several issues linger related to productive enzyme binding and efficient catalytic turnover. To address this bottleneck, we employed protein supercharging to rationally design a glycosyl hydrolase (GH) family-6 exocellulase (Cel6B) and its native family-2a carbohydrate binding module (CBM2a) from the thermophilic cellulolytic microbe Thermobifida fusca. A chimeric library of 32 supercharged constructs rationally designed across both GH/CBM domains was synthesized and expressed in E. coli. Screening of the entire library of supercharged enzymes on several cellulosic substrates identified one key construct, D5 CBM2a-WT Cel6B, containing a positively supercharged CBM2a that showed 2-threefold higher activity on all substrates tested at pH 5.5. Purified enzyme assays confirmed that exocellulases behave quite differently from their endocellulase counterparts when supercharged using similar protocols. Still, the purified D5 CBM2a-WT Cel6B mutant showed a 2.3-fold improvement in specific activity compared to native enzyme on crystalline cellulose. Analysis of melt curves depicts that, while all other constructs tested have one distinct melt peak near the expected CBM melting point, domain melting is decoupled for the D5 CBM2a mutant. This effect reveals an intrinsic melting temperature of the Cel6B CD nearly 18 °C higher than the coupled melting temperature of the full-length enzyme. This unexpected stabilization effect of supercharged CBM2a domain is likely the driving force for activity improvements seen for this exocellulase that is otherwise prone to stalling and denaturation on the cellulose surface during processive catalytic turnover cycles. When combining this supercharged exocellulase construct with its endocellulase counterpart, our results showed that supercharged enzymes, exhibiting the highest activity alone, produced the best synergistic partners. This study highlights another successful implementation of protein supercharging for cellulases and provides another key piece toward building an effective synergistic cellulase cocktail for lignocellulosic biomass deconstruction.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":"14"},"PeriodicalIF":4.6,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12874829/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146044439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23DOI: 10.1186/s13068-026-02739-5
Sufang Li, Min Li, Hailang Wang, Tianqi Li, Zhen Hu, Yanting Wang, Peng Chen, Zhaosheng Kong, Liangcai Peng, Youmei Wang
Arabinoxylans are complex polysaccharides found in the secondary cell walls of plants, and their substitution patterns of arabinose (Ara) and glucuronic acid (GlcA) significantly affect their properties for structural and bio-functional applications. In this study, we engineered xylan side chains by overexpressing the arabinosyltransferase AtXAT2 in both wild-type Arabidopsis and a glucuronic acid-deficient mutant (atdgux). The genetically modified xylan substrates were subsequently utilized to prepare nanocrystals and Pickering emulsions. Notably, nanocrystals derived from lower-substituted xylan displayed more ordered arrangements and higher crystallinity, while conventional xylan substrates exhibited superior emulsifying properties. Furthermore, the modification of xylan side chains significantly influenced the alignment and crystallinity of cellulose microfibrils, enhancing biomass saccharification and reducing cellulose nanocrystal dimensions. This study thus illustrates an effective strategy for achieving diverse and valuable bioproduction through precise genetic engineering of xylan in plants and provides valuable insights into the dynamic mediation of xylan and the construction of cell wall networks.
{"title":"Fine-tuning xylan side chains for enhanced production of high-yield sugars, fine-shaped nanocrystals, and stable Pickering emulsions in Arabidopsis thaliana.","authors":"Sufang Li, Min Li, Hailang Wang, Tianqi Li, Zhen Hu, Yanting Wang, Peng Chen, Zhaosheng Kong, Liangcai Peng, Youmei Wang","doi":"10.1186/s13068-026-02739-5","DOIUrl":"10.1186/s13068-026-02739-5","url":null,"abstract":"<p><p>Arabinoxylans are complex polysaccharides found in the secondary cell walls of plants, and their substitution patterns of arabinose (Ara) and glucuronic acid (GlcA) significantly affect their properties for structural and bio-functional applications. In this study, we engineered xylan side chains by overexpressing the arabinosyltransferase AtXAT2 in both wild-type Arabidopsis and a glucuronic acid-deficient mutant (atdgux). The genetically modified xylan substrates were subsequently utilized to prepare nanocrystals and Pickering emulsions. Notably, nanocrystals derived from lower-substituted xylan displayed more ordered arrangements and higher crystallinity, while conventional xylan substrates exhibited superior emulsifying properties. Furthermore, the modification of xylan side chains significantly influenced the alignment and crystallinity of cellulose microfibrils, enhancing biomass saccharification and reducing cellulose nanocrystal dimensions. This study thus illustrates an effective strategy for achieving diverse and valuable bioproduction through precise genetic engineering of xylan in plants and provides valuable insights into the dynamic mediation of xylan and the construction of cell wall networks.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":"18"},"PeriodicalIF":4.6,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12874745/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Glucoamylases capable of hydrolyzing raw starch at moderate temperatures exhibit significant potential for the direct and efficient hydrolysis of raw starch. Using bioinformatics-assisted mining strategies, four candidate glucoamylases were initially identified from the GenBank database. Among these candidates, SeGA demonstrated high specific activities of 412.94 U/mg toward soluble starch and 143.51 U/mg toward raw corn starch. The half-life of SeGA was 192 h at 40 °C. Using SeGA as the initial enzyme, FuncLib design was performed to enhance its activity. The mutant SeGA-21 exhibited higher specific activity of 466.22 U/mg toward soluble starch and 173.98 U/mg toward raw corn starch, representing increases of 1.13-fold and 1.21-fold compared to SeGA, respectively. The half-life of SeGA-21 at 40 °C increased to 240 h, representing a 25% increase compared with SeGA. SeGA-21 can efficiently hydrolyze 30% raw corn starch, achieving a hydrolysis rate of approximately 31% after a 9-h reaction. When working synergistically with amylolytic enzymes, a hydrolysis rate of 71.5% was achieved for 30% raw corn starch at 40 °C within 15 h of reaction. Due to its ability to hydrolyze raw starch, moderate reaction temperature requirements, and excellent thermostability, SeGA-21 can be regarded as an efficient enzyme for the cold hydrolysis of raw starch and starch modification.
{"title":"Discovery and design of novel glucoamylases suitable for raw starch hydrolysis at moderate temperatures via an integrated bioinformatics-assisted strategy.","authors":"Shuangshuang Ge, Yimeng Song, Tong Ye, Xueting Zhang, Xuecheng Zhang, Yinliang Zhang, Yazhong Xiao, Wei Fang","doi":"10.1186/s13068-025-02725-3","DOIUrl":"10.1186/s13068-025-02725-3","url":null,"abstract":"<p><p>Glucoamylases capable of hydrolyzing raw starch at moderate temperatures exhibit significant potential for the direct and efficient hydrolysis of raw starch. Using bioinformatics-assisted mining strategies, four candidate glucoamylases were initially identified from the GenBank database. Among these candidates, SeGA demonstrated high specific activities of 412.94 U/mg toward soluble starch and 143.51 U/mg toward raw corn starch. The half-life of SeGA was 192 h at 40 °C. Using SeGA as the initial enzyme, FuncLib design was performed to enhance its activity. The mutant SeGA-21 exhibited higher specific activity of 466.22 U/mg toward soluble starch and 173.98 U/mg toward raw corn starch, representing increases of 1.13-fold and 1.21-fold compared to SeGA, respectively. The half-life of SeGA-21 at 40 °C increased to 240 h, representing a 25% increase compared with SeGA. SeGA-21 can efficiently hydrolyze 30% raw corn starch, achieving a hydrolysis rate of approximately 31% after a 9-h reaction. When working synergistically with amylolytic enzymes, a hydrolysis rate of 71.5% was achieved for 30% raw corn starch at 40 °C within 15 h of reaction. Due to its ability to hydrolyze raw starch, moderate reaction temperature requirements, and excellent thermostability, SeGA-21 can be regarded as an efficient enzyme for the cold hydrolysis of raw starch and starch modification.</p>","PeriodicalId":93909,"journal":{"name":"Biotechnology for biofuels and bioproducts","volume":" ","pages":"16"},"PeriodicalIF":4.6,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12874731/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145967875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}