Biology subjects

Kalamara, M.

Publications and source records attributed to Kalamara, M..

7 recordsLinked to original sources

bioRxiv2026

A high throughput system reveals distinct segmentation clock phase responses in hiPSC-derived organoids

During somitogenesis, the vertebrate body axis segments into transient periodic structures known as somites. Somite formation is regulated by a multicellular molecular oscillator known as the segmentation clock. Recent advances in human induced pluripotent stem cell (hiPSC) culture have shown that hiPSC-derived somitogenesis organoids (somitoids) exhibit segmentation clock oscillations and can be produced at scale, making them an excellent model system for high throughput investigation of the mechanisms underpinning the segmentation clock. However, somitoids interact both biochemically and mechanically, and accurate high-throughput sampling of segmentation clock phases is required to exploit this system effectively. Here we address these challenges using an image-based, high-content screening workflow. Individual hiPSC-derived somitoids carrying a segmentation clock reporter are cultured in 384-well plates, and a programmable feeding schedule is used to initiate oscillations that are monitored using fluorescence microscopy. We develop an automated pipeline for image segmentation and data analysis, represent oscillations using a compact set of parameters, and construct predictive mathematical models to interpret data. We find that: (i) a staggered feeding schedule that sequentially initiates oscillations yields large numbers of somitoids at defined stages of the segmentation clock cycle; (ii) media exchange in established oscillations induces a Type 0-like phase response, resetting the segmentation clock to a state characterised by low NOTCH pathway transcription; and (iii) control wells in media exchange experiments exhibit a Type 1 phase response in which the segmentation clock is delayed non-uniformly across the cycle. Using a mathematical model of segmentation clock dynamics along the anterior-posterior axis, we show that periodic activation of a Type 1 phase response could segment a continuous phase gradient -- an insight with potential implications for the determination of somite boundaries in vivo. IMPORTANTO_LIManuscripts submitted to Review Commons are peer reviewed in a journal-agnostic way. C_LIO_LIUpon transfer of the peer reviewed preprint to a journal, the referee reports will be available in full to the handling editor. C_LIO_LIThe identity of the referees will NOT be communicated to the authors unless the reviewers choose to sign their report. C_LIO_LIThe identity of the referee will be confidentially disclosed to any affiliate journals to which the manuscript is transferred. C_LI GUIDELINESO_LIFor reviewers: https://www.reviewcommons.org/reviewers C_LIO_LIFor authors: https://www.reviewcommons.org/authors C_LI CONTACTThe Review Commons office can be contacted directly at: office@reviewcommons.org

developmental biology↗

bioRxiv2025

Regulatory Rewiring Drives Intraspecies Competition in Bacillus subtilis

Intraspecies interactions shapes microbial community structure and evolution, yet the mechanisms determining competitive outcomes among closely related strains remain unclear. The soil bacterium Bacillus subtilis is a model for microbial social interactions, where quorum-sensing systems regulate cooperation and antagonism. Here, we take a multifaceted approach to dissect the role of quorum-sensing regulation in competitive fitness. Isolate NCIB 3610 carries a signal unresponsive RapP-PhrP module that alters quorum-sensing control and promotes faster growth. Modelling and mutant analysis demonstrate that the small differences in growth rate conferred by RapP-PhrP3610 are sufficient to drive competitive exclusion. The importance of quorum sensing control is further exemplified by experimental evolution of distinct wild isolates, which revealed recurrent mutations in the sensor kinase comP, which phenocopy complete comP or comA deletions and confer a growth-linked competitive advantage. Key quorum sensing mechanisms are abandoned even in structured microbial communities, where it might be expected that communal traits are favoured. Furthermore, a phylogenomic survey of 370 B. subtilis genomes identified disruptive comP mutations in [~]16% of isolates. However, growth rate alone does not explain all interaction outcomes as even isogenic strains with equivalent doubling times differ in competitiveness. Transcriptomic profiling and validation experiments implicated a type VII secretion system toxin as an additional effector. These findings reveal that disruption of quorum-sensing pathways, whether naturally or through selection, provides a rapid route to competitive advantage, highlighting a fundamental trade-off between communal signalling and individual fitness in microbial populations. ImportanceMicrobial competition and cooperation are key in shaping the structure and evolution of microbial communities. Our study on Bacillus subtilis, a model for microbial social interactions, reveals how alterations in cell-cell communication can enhance competitive fitness. We show, through a combination of modelling, mutational analysis, and experimental evolution, that certain strains of B. subtilis gain competitive advantage by disrupting their quorum sensing pathways, which leads to faster growth and enhanced competitiveness. Such mutations are prevalent in [~]16% of analysed genomes, underscoring their widespread evolutionary benefit under competitive conditions. Our research highlights the delicate balance between individual success and community cooperation in microbes, providing insights into microbial behaviour and potential applications in modifying microbial ecosystems.

microbiology↗

bioRxiv2024

NOTCH1 S2513 is critical for the regulation of NICD levels impacting the segmentation clock in hiPSC-derived PSM cells and somitoids

The segmentation clock is a molecular oscillator that regulates the timing of somite formation in the developing vertebrate embryo. NOTCH signalling is one of the key pathways required for proper functioning of the segmentation clock. Aberrant NOTCH signalling results in developmental abnormalities such as congenital scoliosis as well as diseases such as T-cell acute lymphoblastic lymphoma (T-ALL). In this study we analyse the effects of a mutation detected in T-ALL patients on somitogenesis using human iPS derived PSM cells and somitoids. Mutation of NOTCH1 Serine 2513 into Alanine compromises the interaction of Notch intracellular domain (NICD) with the F-box protein FBXW7 and consequently increases NICD stability and NICD levels in PSM cells. Moreover, the mutation impairs several aspects of clock gene oscillations and restricts the ability of somitoids to polarise, elongate and form paired somites. The data suggest a mechanism by which post-translational modification of a key segmentation clock component plays a crucial role in vertebrate axis segmentation.

developmental biology↗

bioRxiv2023

The role of the epipeptide EpeX in defining competitive fitness in intra-species mixed isolate colony biofilms of Bacillus subtilis

Bacteria engage in competitive interactions with neighbours that can either be of the same or different species. Multiple mechanisms are deployed to ensure the desired outcome and one tactic commonly implemented is the production of specialised metabolites. The Gram-positive bacterium Bacillus subtilis uses specialised metabolites as part of its intraspecies competition determinants to differentiate between kin and non-kin isolates. It is, however, unknown if the collection of specialised metabolites defines competitive fitness when the two isolates start as a close, interwoven community that grows into a densely packed colony biofilm. Moreover, the identity of the most effective specialised metabolites has not been revealed. Here, we determine the competition outcomes that manifest when 21 environmental isolates of B. subtilis are individually co-incubated with the model isolate NCIB 3610 in a colony biofilm. We correlated these data with the suite of specialised metabolite biosynthesis clusters encoded by each isolate. We found that the epeXEPAB gene cluster correlated with a strong competitive phenotype. This cluster is responsible for producing the epipeptide EpeX. We demonstrated that EpeX is a competition determinant of B. subtilis in an otherwise isogenic context. When we competed the NCIB 3610 EpeX deficient strain against our suite of environmental isolates we found that the impact of EpeX in competition is isolate-specific, as only one of the 21 isolates showed increased survival when EpeX was lacking. Taken together, we have shown that EpeX is a competition determinant used by B. subtilis that impacts intra-species interactions in an isolate-specific manner.

microbiology↗

bioRxiv2021

Founder cell configuration drives competitive outcome within colony biofilms

Bacteria typically form dense communities called biofilms, where cells are embedded in a self-produced extracellular matrix. Competitive interactions between strains within the biofilm context are studied due to their potential applications in biological, medical, and industrial systems. Combining mathematical modelling with experimental assays, we reveal that the spatial structure and the competitive dynamics within biofilms are significantly affected by the location and density of founder cells. Using an isogenic pair of Bacillus subtilis strains, we show that the observed spatial structure and relative strain biomass in a mature biofilm can be mapped directly to the locations of founder cells. Moreover, we define a predictor of competitive outcome that accurately forecasts relative abundance of strains based solely on the founder cells access to free space. Consequently, we reveal that variability of competitive outcome in biofilms inoculated at low founder density is a natural consequence of the random positioning of founding cells in the inoculum. Extending our study to non-isogenic strain pairs of B. subtilis, we show that even for strains with different antagonistic strengths, a race for space remains the dominant mode of competition in biofilms inoculated at low founder densities. Our results highlight the importance of spatial dynamics on competitive interactions within biofilms and hence to related applications.

microbiology↗

bioRxiv2021

Biofilm hydrophobicity in environmental isolates of Bacillus subtilis

Biofilms are communities of bacteria that are attached to a surface and surrounded by an extracellular matrix. The extracellular matrix protects the community from stressors in the environment, making biofilms robust. The Gram-positive soil bacterium Bacillus subtilis, particularly the isolate NCIB 3610, is widely used as a model for studying biofilm formation. B. subtilis NCIB 3610 forms colony biofilms that are architecturally complex and highly hydrophobic. The hydrophobicity is linked, in part, to the localisation of the protein BslA at the surface of the biofilm, which provides the community with increased resistance to biocides. As most of our knowledge about B. subtilis biofilm formation comes from one isolate, it is unclear if biofilm hydrophobicity is a widely distributed feature of the species. To address this knowledge gap, we collated a library of B. subtilis soil isolates and acquired their whole genome sequences. We used our new isolates to examine biofilm hydrophobicity and found that, although BslA is encoded and produced by all isolates in our collection, hydrophobicity is not a universal feature of B. subtilis colony biofilms. To test whether the matrix exopolymer poly {gamma}-glutamic acid could be masking hydrophobicity in our hydrophilic isolates, we constructed deletion mutants and found, contrary to our hypothesis, that the presence of poly {gamma}-glutamic acid was not the reason behind the observed hydrophilicity. This study highlights the natural variation in the properties of biofilms formed by different isolates and the importance of using a more diverse range of isolates as representatives of a species. RepositoriesRaw sequence reads and annotated assemblies have been submitted to the European Nucleotide Archive under accession PRJEB43128.

microbiology↗

bioRxiv2019

Pulcherrimin formation controls growth arrest of the Bacillus subtilis biofilm

Biofilm formation by Bacillus subtilis is a communal process that culminates in the formation of architecturally complex multicellular communities. Here we reveal that the transition of the biofilm into a non-expanding phase constitutes a distinct step in the process of biofilm development. Using genetic analysis we show that B. subtilis strains lacking the ability to synthesize pulcherriminic acid form biofilms that sustain the expansion phase, thereby linking pulcherriminic acid to growth arrest. However, production of pulcherriminic acid is not sufficient to block expansion of the biofilm. It needs to be secreted into the extracellular environment where it chelates Fe3+ from the growth medium in a non-enzymatic reaction. Utilizing mathematical modelling and a series of experimental methodologies we show that when the level of freely available iron in the environment drops below a critical threshold, expansion of the biofilm stops. Bioinformatics analysis allows us to identify the genes required for pulcherriminic acid synthesis in other Firmicutes but the patchwork presence both within and across closely related species suggests loss of these genes through multiple independent recombination events. The seemingly counterintuitive self-restriction of growth led us to explore if there were any benefits associated pulcherriminic acid production. We identified that pulcherriminic acid producers can prevent invasion from neighbouring communities through the generation of an \"iron free\" zone thereby addressing the paradox of pulcherriminic acid production by B. subtilis.\n\nSignificanceUnderstanding the processes that underpin the mechanism of biofilm formation, dispersal, and inhibition are critical to allow exploitation and to understand how microbes thrive in the environment. Here, we reveal that the formation of an extracellular iron chelate restricts the expansion of a biofilm. The countering benefit to self-restriction of growth is protection of an environmental niche. These findings highlight the complex options and outcomes that bacteria need to balance in order to modulate their local environment to maximise colonisation, and therefore survival.

microbiology↗