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Modin, O.

Publications and source records attributed to Modin, O..

10 recordsLinked to original sources

A unified framework reveals how evolutionary scale and abundance weighting shape phylogenetic community structure

Metrics describing phylogenetic community structure are widely used to infer assembly processes in biological communities, but existing metrics capture only fixed phylogenetic scales and provide limited control over how rare and abundant taxa influence ecological patterns. Here we introduce q-weighted interpolated mean phylogenetic distance (qiMPD), a framework that continuously interpolates between broad evolutionary divergence and nearest-taxon distance while incorporating tunable abundance weighting. Applied to 3661 wastewater microbiomes, qiMPD revealed that abundance weighting had little effect on broad-scale phylogenetic dispersion but strongly altered local phylogenetic structure. Null-model analyses showed that within-community signals of phylogenetic overdispersion and clustering, and between-community signals of phylogenetic divergence and convergence, emerged at different combinations of phylogenetic locality and abundance weighting. Thus, the qiMPD framework enables phylogenetic scale- and abundance-resolved inference of community assembly. It is implemented in the Python package qdiv version 4.2.0.

ecology↗

Protease secreting Nannochloropsis limnetica can valorise invasive plants through circular water-use and accumulate neutral lipids

AO_SCPLOWBSTRACTC_SCPLOWNannochloropsis limnetica can be cultivated on a wide range of effluents and generate high value lipids. Using a fed-batch system, this microalgae was used to demonstrate circular reuse of water to valorise protein depleted fractions (PDF) generated from Gorse leaf protein concentrate (LPC) production. Protein, phenolics and sugar content in the PDF was measured over seven days and corresponding microalgal lipid content was profiled. Extracellular protease activity was also screened to understand how N. limnetica digests and utilises proteins in the medium. A signal peptide-based approach predicted seven proteases expected to be secreted. N. limnetica could rapidly deplete nutrients (ksugar=0.20 {+/-} 0.06 day-1 and kproteins=0.17 {+/-} 0.04 day-1) from the wastewater which could be reused for subsequent LPC extraction processes without any impact on recovery or purity. Phenolics levels remained unaffected during microalgal growth and accumulated in the water across each extraction cycle. Microalgal neutral lipid content ([~]132.8 mglipid g-1 ) was higher in the effluent compared to standard BBM ([~]114.5 mglipid g-1 ). Casein agar plates and 1D zymogram confirmed extracellular protease production by N. limnetica, although their identities remains unclear owing to conflicting / fragmented data from the LC/MS analysis. This work shows that N. limnetica is able to secrete proteases to digest and utilise residual proteins in the medium, and can be employed to valorise agricultural wastewater. Identification of the proteases will require further investigation. HighlightsO_LIN. limnetica can rapidly deplete residual nutrients from LPC effluents. C_LIO_LIN. limnetica accumulates higher neutral lipids with LPC effluents versus BBM. C_LIO_LIN. limnetica secretes extracellular proteases to digest proteins in the medium. C_LIO_LIWater can be circularly reused between LPC production and N. limnetica cultivation. C_LI Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=108 SRC="FIGDIR/small/691304v2_ufig1.gif" ALT="Figure 1"> View larger version (34K): org.highwire.dtl.DTLVardef@1524de0org.highwire.dtl.DTLVardef@76cea1org.highwire.dtl.DTLVardef@1f7ad4aorg.highwire.dtl.DTLVardef@191f929_HPS_FORMAT_FIGEXP M_FIG C_FIG

microbiology↗

Different growth pattern during microbial electrosynthesis using C. ljungdahlii evolutionary adapted on iron

Clostridium ljungdahlii is an acetogen used for syngas fermentation and capable of microbial electrosynthesis. While C. ljungdahlii has potential for industrial application because of its broad spectrum of metabolites and substrates, including CO2 and CO, the efficiency of extracellular electron uptake in a bioelectrochemical system is low. Therefore, C. ljungdahlii was evolutionary adapted on iron as sole electron source with the aim to improve extracellular electron uptake. Over 38 batches, 95% of the culture was replaced with fresh medium biweekly to retain iron-attached C. ljungdahlii, leading to improved acetate production rates with each cycle. Eight isolated strains were tested on fructose, H2 and CO2, and iron to screen evolved mutants with desired mutations. Compared to the wild-type, growth on fructose was similar and growth on H2 and CO2 was, surprisingly, worse, with only minor differences between isolates. The isolated mutants produced acetate at a rate of 0.14 {+/-} 0.01 mM/d on iron, while the wild-type strain produced 0.75 {+/-} 0.14 mM/d. Whole genome sequencing of isolated mutants revealed 16 mutations, of which seven mutations were found in all isolates. Mostly, membrane proteins were mutated. In a BES reactor, acetate production ceased after day 1. The optical density (OD) of isolate #8 stopped increasing after day 2, reaching 0.122 {+/-} 0.005, followed by the production of formate and ethanol. The wild-type strain continued to grow until day 4, reaching an OD of 0.177 {+/-} 0.003. These results may indicate that C. ljungdahlii slows down growth and produces ethanol as an energy reserve as an evolutionary strategy for survival in an electron-limited environment.

microbiology↗

Heterologous expression of pyruvate formate lyase enhances cell growth of Clostridium ljungdahlii during microbial electrosynthesis

Slow cell growth and low biomass yields are hurdles for gas fermentation by acetogens. Microbial electrosynthesis (MES) utilizes acetogens as biocatalysts to reduce CO2 and produce commodity chemicals using electricity. However, limited electron supply in a bioelectrochemical system (BES) aggravates the poor cell growth of acetogens resulting in low productivities. Formate is a soluble C1 feedstock that can be produced by CO2 reduction (1). Thus, assimilation of formate can unburden the amount of electrons required for MES. Acetobacterium woodii posseses multiple pyruvate formate lyase (PFL) genes that are upregulated during formatotrophic growth. In this study, Clostridium ljugdahlii was engineered to heterologously express a pfl geneset of A. woodii to increase the cell growth of C. ljungdahlii during microbial electrosynthesis. Different combinations of pfl A and pfl B from A. woodii were tested in C. ljungdahlii to find the best working combination under control of Pfdx-riboswitch expression system. Expression of pfl B1 and pflA of A. woodii showed higher maximum OD of C. ljugdahlii under H2:CO2 condition with supplementation of 80 mM sodium formate. More than 40 mM of sodium formate caused significantly longer lag phase but the lag phase could be shortened after adaptation in 80 mM of sodium formate. At the end, the engineered strain showed improved cell growth (ODmax 0.22 {+/-} 0.05) and acetate production (21.8 {+/-} 5.6 mM) during microbial electrosynthesis compared to the control strain (ODmax 0.10 {+/-}0.06 and 10.2 {+/-}2.5 mM acetate). These results will be useful for strain development for microbial electrosynthesis, as well as gas fermentation. HighlightsO_LIDifferent combinations of pyruvate formate lyases (pfl Bs) and pyruvate formate lyase acting enzymes (pfl As) from Acetobacterium woodii were tested to improve the cell growth of Clostridium ljungdahlii during gas fermentation and microbial electrosynthesis C_LIO_LIHeterologous expression of pfl B1 and pfl A using riboswitch expression system improved cell growth of C. ljungdahlii under H2:CO2 condition, even without inducer and formate supplementation. C_LIO_LIHigh concentraton of sodium formate caused longer lag phase, which was shortened by adaptation when pfl from A. woodii was heterologously expressed. C_LIO_LICell growth and acetate production of the engineered C. ljungdahlii strain improved during microbial electrosynthesis C_LI

microbiology↗

Using network component analysis to study axenisation strategies for phototrophic eukaryotic microalgae

BackgroundThe axenisation of phototrophic eukaryotic microalgae has been studied for over a century, with antibiotics commonly employed to achieve axenic cultures. However, this approach often yields inconsistent outcomes and may contribute to the emergence of antibiotic-resistant microbes. A comprehensive review of microalgal species and the methods used to achieve axeny could provide insights into potentially effective workflows and identify gaps for future exploration. MethodsScholarly databases were systematically searched, supplemented by citation network analysis and AI-assisted tools, to collect studies on achieving axenic phototrophic eukaryotic microalgae cultures. Data about microalgal species, axenisation workflows, outcomes, and related factors (e.g., sampling locations, axenisation confirmation methods) were summarised. Network component analysis was used to identify clusters of commonly reported methods for diatoms, dinoflagellates, and green algae. A scoring framework was developed to assess the quality and reliability of evidence presented in the studies. ResultsPromising workflows circumventing the use of antibiotics appear to be filtration {leftrightarrow} washing {leftrightarrow} micropicking for diatoms, micropicking {leftrightarrow} subculturing {leftrightarrow} flow cytometry for dinoflagellates, and anoxy {leftrightarrow} photosensitisation {leftrightarrow} streak plating for green algae. Evidence from the literature indicates that a combination of microscopy (e.g., epifluorescence), cell counting (e.g., agar plating), and sequencing (16S and/or 18S) could enhance confidence in confirming axeny. ConclusionMore systematic and high quality primary research is required to identify effective workflows for other microalgal divisions and fortify / contradict the ones proposed herein based on network component analysis.

microbiology↗

Axenisation of oleaginous microalgal cultures via anoxic photosensitisation.

Growing interest in sustainable biofuel research has necessitated high quality axenic oleaginous microalgal strains. Unfortunately, most strains available in culture banks contain commensal microbes such as bacteria and the default decontamination method involves antibiotic treatment which has begun to exacerbate the emergence of antibiotic resistance. To overcome this problem, anoxic photosensitisation was investigated as an alternate approach. Four oleaginous microalgal species (Tetradesmus obliquus, Desmodesmus armatus, Chlorella vulgaris and Nannochloropsis limnetica) were incubated in varying concentrations of Rose Bengal (0 {micro}M, 1 {micro}M, 3 {micro}M and 9 {micro}M) either in normal (oxic) or anoxic conditions, for 72 h under light (8.85 {+/-} 0.40 W m-2) in a specially designed heterotrophic growth complex (HGC) medium, followed by 72 h in standard Bolds Basal Medium (BBM). Commonly used antibiotics-based protocol was used as the control method. Post treatment, cell numbers and percentage populations were counted with Flow cytometry, and viability was tested using standard plating methods using BBM and LB. Additionally, the contaminating microbes in the cultures were profiled using 16s rRNA sequencing. Anoxic conditions were able to significantly decrease bacterial content, albeit with an equally detrimental effect on the microalgal population. Although the responses differed between the microalgae, anoxic incubation along with Rose Bengal at 3 {micro}M was able to completely decontaminate N. limnetica and C. vulgaris, while D. armatus and T. obliquus could be decontaminated with an additional streak-plating step. None of the cultures could be decontaminated using antibiotics treatment owing to the presence of gram-negative, multi-drug resistant bacteria such as S. maltophilia, M. foliorum and S. chilensis. These results suggest that decontamination of xenic microalgal cultures was largely due to anoxy, that was synergistically enhanced by Rose Bengal at a concentration of [≥]3 {micro}M. HighlightsO_LIRose Bengal at 3 {micro}M in anoxic conditions can help achieve axenic microalgal cultures. C_LIO_LIStandard antibiotics were unable to decontaminate any of the cultures owing to the presence of multi-drug resistant bacteria. C_LIO_LIStandard antibiotics treatment was deleterious to D. armatus cultures. C_LIO_LIStreak plating may be required for D. armatus and T. obliquus after anoxic Rose Bengal treatment to obtain individual colonies for further inoculation. C_LI

microbiology↗

Community successional patterns and inter-kingdom interactions during granular biofilm development

Aerobic granular sludge is a compact and efficient biofilm process used for wastewater treatment which has received much attention and is currently being implemented worldwide. The microbial associations and their ecological implications occurring during granule development, especially those involving inter-kingdom interactions, are poorly understood. In this work, we monitored the prokaryote and eukaryote community composition and structure during the granulation of activated sludge for 343 days in a sequencing batch reactor (SBR), and investigated the influence of abiotic and biotic factors on the granule development. Sludge granulation was accomplished with low-wash out dynamics at long settling times, allowing for the microbial communities to adapt to the SBR environmental conditions. The sludge granulation and associated changes in microbial community structure could be divided into three stages: floccular, intermediate, and granular. The eukaryotic and prokaryotic communities showed parallel successional dynamics, with three main sub-communities identified for each kingdom, dominating in each stage of sludge granulation. Although inter-kingdom interactions were shown to affect community succession during the whole experiment, during granule development random factors like the availability of settlement sites or drift acquired increasing importance. The prokaryotic community was more affected by deterministic factors, including reactor conditions, while the eukaryotic community was to a larger extent shaped by biotic interactions (including inter-kingdom interactions) and stochasticity.

microbiology↗

Disturbance-based management of ecosystem services and disservices in partial nitritation anammox biofilms

The resistance and resilience provided by functional redundancy, a common feature of microbial communities, is not always advantageous. An example is nitrite oxidation in partial nitritation-anammox (PNA) reactors during wastewater treatment, where suppression of nitrite oxidizers like Nitrospira is sought. In these ecosystems, biofilms provide microhabitats with oxygen gradients, allowing the coexistence aerobic and anaerobic bacteria. We designed a disturbance experiment where PNA biofilms treating water from a high rate activated sludge process removing organic matter (mainstream wastewater), were constantly or intermittently exposed to the effluent of anaerobic sewage sludge digestion dewatering (sidestream wastewater), which has been proposed to inhibit nitrite oxidizers. With increasing sidestream exposure we observed decreased abundance, alpha-diversity, functional versatility, and hence functional redundancy, among Nitrospira in the PNA biofilms, while the opposite patterns were observed for anammox bacteria within Brocadia. At the same time, species turnover was observed for the aerobic ammonia-oxidizing Nitrosomonas populations. The different exposure regimens were associated with metagenomic assembled genomes of Nitrosomonas, Nitrospira, and Brocadia, encoding genes related to N-cycling, substrate usage, and osmotic stress response, possibly explaining the three different patterns by niche differentiation. These findings imply that disturbances can be used to manage the functional redundancy of biofilm microbiomes in a desirable direction, which should be considered when designing operational strategies for wastewater treatment.

microbiology↗

Biofilm thickness matters: Deterministic assembly of different functions and communities in nitrifying biofilms

Microbial biofilms are important in natural ecosystems and in biotechnological applications. Biofilm architecture influences organisms spatial positions, who their neighbors are, and redox gradients, which in turn determine functions. We ask if and how biofilm thickness influences community composition, architecture and functions. But biofilm thickness cannot easily be isolated from external environmental factors. We designed a metacommunity system in a wastewater treatment plant, where either 50 or 400 {micro}m thick nitrifying biofilms were grown simultaneously on biofilm carriers in the same reactor. Model simulations showed that the 50 {micro}m biofilms could be fully oxygenated whereas the 400 {micro}m biofilms contained anaerobic zones. The 50 and 400 {micro}m biofilms developed significantly different communities. due to deterministic factors were stronger than homogenizing dispersal forces in the reactor, despite the fact that biofilms experienced the same history and external conditions. Relative abundance of aerobic nitrifiers was higher in the 50 {micro}m biofilms, while anaerobic ammonium oxidizers were more abundant in the 400 {micro}m biofilms. However, turnover was larger than the nestedness component of between-group beta-diversity, i.e. the 50 {micro}m biofilm was not just a subset of the thicker 400 {micro}m biofilm with reduced taxa richness. Furthermore, the communities had different nitrogen transformation rates. The study shows that biofilm thickness has a strong impact on community composition and ecosystem function, which has implications for biotechnological applications, and for our general understanding of biofilms.\n\nIMPORTANCEMicroorganisms colonize all surfaces in water and form biofilms. Diffusion limitations form steep gradients of energy and nutrient sources from the water phase into the deeper biofilm parts, influencing community composition through the biofilm. Thickness of the biofilm will affect diffusion gradients, and is therefore presumably important for biofilm composition. Since environmental factors determine thickness, studies of how thickness influences biofilm functions and community assembly, have been difficult to perform. We studied biofilms for wastewater treatment with fixed thicknesses of 50 and 400 {micro}m during otherwise similar conditions and history. Despite growing in the same wastewater reactor, 16S rRNA gene sequencing and confocal microscopy showed the formation of two different communities, performing different ecosystem functions. Using statistical methods, we show for the first time, how biofilm thickness influences community assembly. The results help our understanding of the ecology of microbial biofilms, and in designing engineered systems based on ecological principles.

microbiology↗

Deterministic and stochastic processes influence the reproducibility of microbial community assembly during aerobic granulation

Aerobic granular sludge is an energy efficient and compact biofilm process for wastewater treatment which has received much attention during the last decades and is now being implemented in full-scale. However, the factors involved in microbial community assembly during formation of granules are poorly understood and little is known about the reproducibility in treatment performance and community structure. Here we show that both deterministic and stochastic factors exert a dynamic influence during microbial community assembly into granular sludge. During granulation, the microbial communities in three replicate sequencing batch reactors followed similar successional trajectories of the most abundant taxa and showed similar dynamics in diversity. Deterministic factors dominated the assembly of the most abundant community members as the microbial community transitioned from floccular to granular form. Stochastic factors mostly affected rare members of the communities and caused the microbial community structure to diverge in one of the reactors; however, this did not have an impact on the treatment performance. This demonstrates that the reactor function and the dynamics of the most abundant community members are in fact reproducible during the formation of aerobic granules.

microbiology↗