Search bioRxiv⌕ Search

Biology subjects

Kooij, T. W. A.

Publications and source records attributed to Kooij, T. W. A..

16 recordsLinked to original sources

A silent intergenic locus for efficient and versatile transgene expression in Plasmodium falciparum

Genetically modified Plasmodium falciparum parasites expressing transgenes such as fluorescent markers are crucial tools for malaria research. However, current reporter lines often rely on integrated transgene constructs that disrupt the coding sequence of a native gene, potentially affecting progression in the life cycle of the tool parasite line. We identified six candidate Silent Intergenic Loci (SILs): putatively editable intergenic regions without transcriptional activity, where gene insertions occurred in P. falciparum after its divergence from Plasmodium berghei and Plasmodium vivax. We characterised the largest candidate SIL on chromosome 12, SIL12, by integration of a constitutively expressed cytosolic mScarlet reporter. The resulting PfRed12 parasites progressed normally throughout the life cycle, from asexual blood-stage replication to mosquito stages and subsequent liver infection. Importantly, they infected both Anopheles stephensi and Anopheles coluzzii mosquitoes. PfRed12 parasites displayed bright fluorescence in both blood and mosquito stages, making them well suited for live visualisation of parasite transmission. In addition, we used two CRISPR-Cas9 target sites in the mScarlet cassette, one of which we purposely added, to perform efficient re-editing of the transgene. As a proof of concept, we re-edited PfRed12 parasites and integrated an apicoplast metabolic bypass construct, an inducible gametocyte producer construct, and two mNeonGreen reporter constructs. Together, our findings demonstrate that SIL12 permits stable transgene expression without compromising parasite development throughout the life cycle. We established PfRed12 as a new reporter line to study blood- and mosquito-stage development and as a versatile parental line for further genetic engineering.

microbiology↗

Streamlining large-scale high-resolution electron tomography with VolWeaver

Researchers using electron microscopy must often balance a trade-off between obtaining high-resolution structural information and preserving sufficient cellular context. At one end of this spectrum, single particle cryo-electron microscopy and cryo-electron tomography provide near-molecular detail but are typically limited to relatively small fields of view. At the other, volume electron microscopy approaches, such as scanning electron microscopy of resin-embedded specimens, capture large cellular volumes but generally at lower resolution. Consequently, linking nanoscale structural information to larger cellular architecture remains a significant challenge. To address this gap, we optimised a transmission electron tomography workflow for resin-embedded malaria parasites that allows us to visualise targeted regions of interest at nanometre-scale resolution while retaining several micrometres of surrounding cellular context. Here, we present our current best-practice pipeline for sample preparation, tomogram acquisition, and reconstruction. In addition, we introduce VolWeaver, a data-processing framework, that integrates high-resolution tomographic datasets into serial section volume reconstructions, enabling the visualisation and interpretation of ultrastructural features within their broader cellular environment.

cell biology↗

Using photoaffinity labelling to study pantothenamide uptake in malaria parasites

Pantothenamides (PanAms) comprise a promising class of antimalarial compounds that kill asexual blood-stage Plasmodium falciparum parasites and block transmission. Intriguingly, the most advanced PanAm in drug development, MMV693183, is approximately 100 times more potent against female gametocytes than males. We hypothesized that this specificity is explained by a difference in PanAm uptake, which we studied using a PanAm-based photoaffinity labelling (PAL) probe. We successfully synthesized a probe that competed with MMV693183 in drug sensitivity assays, while the probe did not display high potency by itself. We observed no significant difference in median fluorophore-labelled probe signal intensity between male and female gametocytes, although there might be a difference in subcellular localization of the probe between the sexes. By combining PAL with affinity purification and mass spectrometry, we were not able to identify novel candidate PanAm transporters. We conclude that PAL provides evidence that differences in PanAm uptake do not underly differences in PanAm sensitivity between the gametocyte sexes.

microbiology↗

Unique mitochondrial carrier has a role in mitochondrial dynamics during Plasmodium falciparum host switching

Malaria-causing parasites from the Plasmodium genus possess a mitochondrion that is essential across all life-cycle stages and highly divergent from its hosts, making it a suitable drug target. Transport of metabolites across the inner membrane of this metabolically active organelle is mediated by mitochondrial carrier (MC) proteins. Among these, the apicomplexan-specific MC1 (AMC1) stands out due to its likely essential function and limited conservation even within the Apicomplexa phylum. Bioinformatics and structural predictions reveal that P. falciparum AMC1 (PfAMC1) lacks canonical gating residues and shows a distorted membrane barrel, suggesting it may not function as a transporter. Using two independent mutant parasite lines, we demonstrate that PfAMC1 localises to the periphery of mitochondria, which exhibit increased dispersion and rounding during male gametogenesis, when the C-terminus is modified. Additionally, we identify the mammalian MTCH2, the function of which is still debated, as a potential structural homologue of PfAMC1, opening new avenues for research. Our findings emphasize the unique role of PfAMC1 in mitochondrial dynamics and lay the groundwork for further exploration of its molecular mechanism.

microbiology↗

Plasmodium falciparum stomatin-like protein forms a putative complex with a metalloprotease in distinct mitochondrial loci

Withdrawal statementThis manuscript has been withdrawn owing to a duplicate posting of manuscript number BIORXIV/2024/604071. This was a technical error for which the authors are not responsible, and this DOI for the work should not be cited as reference. The record is retained here for purposes of transparency. If you have any questions, please contact the corresponding author. The correct preprint can be found at doi: 10.1101/2024.07.18.604071

microbiology↗

Building without the architect: the dispensable role of MICOS in de novo cristae formation in malaria parasites

The malaria parasite mitochondria represent the only tractable, naturally occurring system in which cristae, the characteristic invaginations of the inner mitochondrial membrane, are known to be formed de novo. In traditional model organisms, the central complex involved in cristae organization is the mitochondrial contact site and cristae organizing system (MICOS). However, whether MICOS has an active role in the initial formation of cristae remains unclear. We identified two putative Plasmodium falciparum MICOS components, PfMIC19 and PfMIC60 and show that both genes are dispensable in asexual blood stages, gametocytes, and mosquito stages, albeit with a mild reduction in oocyst numbers. Immunofluorescence microscopy and electron tomography of gametocytes lacking either or both MICOS orthologues showed aberrant mitochondrial morphology and abnormal cristae, with a marked reduction of crista junctions. Thus, by utilizing the unique properties of P. falciparum, we confirmed the involvement of PfMIC19 and PfMIC60 in the organization of crista junctions, while providing evidence that MICOS is not required for the initial formation of cristae.

microbiology↗

An all-in-one pipeline for the in vitro discovery and in vivo testing of Plasmodium falciparum malaria transmission blocking drugs

Elimination and eradication of malaria will depend on new drugs with potent activity against Plasmodium falciparum mature stage V gametocytes, the only stages able to infect the mosquito vector for onward parasite transmission. The identification of molecules active against these quiescent stages is difficult due to the specific biology of gametocyte maturation and challenges linked to their cultivation in vitro. Furthermore, the antimalarial drug development pipeline lacks a suitable animal model for evaluating the transmission-blocking potential of promising lead compounds and preclinical and clinical drug candidates in vivo. Here, we established a transmission-blocking drug discovery and development platform based on transgenic P. falciparum parasites engineered to produce large numbers of pure stage V gametocytes expressing a red-shifted firefly luciferase as reporter for cellular viability. This NF54/iGP1_RE9Hulg8 line facilitated the development of a highly efficient and robust in vitro screening assay for the identification of stage V gametocytocidal compounds. Importantly, by infecting humanized NODscidIL2R{gamma}null mice with pure NF54/iGP1_RE9Hulg8 stage V gametocytes, we also established a preclinical P. falciparum in vivo transmission model. Using whole animal bioluminescence imaging and quantification of gametocyte densities over a period of 14 days, we assessed the gametocyte killing and clearance kinetics in vivo of antimalarial reference drugs as well as five clinical drug candidates and identified markedly different pharmacodynamic response profiles. Furthermore, we successfully integrated this mouse model with mosquito feeding assays and thus firmly established a valuable tool for the systematic in vivo evaluation of gametocytocidal and transmission-blocking drug efficacy. One sentence summaryWe applied robust new assays for gametocytocidal drug discovery and in vivo efficacy testing using a humanized mouse model for malaria transmission

microbiology↗

The role of stomatin-like protein (STOML) in Plasmodium falciparum

Members of the Stomatin, Prohibitin, Flotillin and HflK/C (SPFH) protein family form large membrane anchored or spanning complexes and are involved in various functions in different organelles. The human malaria causing parasite Plasmodium falciparum harbors four SPFH proteins, including prohibitin 1 and 2, prohibitin-like protein (PHBL), and stomatin-like protein (STOML), which all localize to the parasite mitochondrion. In the murine model parasite Plasmodium berghei, STOML appears essential for asexual blood-stage (ABS) development and is localized to puncta on mitochondrial branching points in oocyst stages. In this study, we show that deletion of STOML causes a significant growth defect and slower ABS development, while sexual-stage development remains unaffected. Parasites lacking STOML were not more sensitive to respiratory chain targeting drugs, rendering a function of STOML in respiratory chain assembly unlikely. Epitope tagging of endogenous STOML revealed a distinct punctate localization on branching points and endings of the ABS mitochondrial network. STOML resides in a large protein complex and pulldown experiments identified a zinc dependent metalloprotease, FtsH, as a likely interaction partner. The predicted AlphaFold2 structure of STOML shows high similarity with the bacterial HflK/C, which has been shown to form a large vault-like structure around bacterial FtsH hexamers. Combined, our results suggest that a similar STOML-FtsH complex localized to specific loci of P. falciparum mitochondria facilitate the parasites ABS development.

microbiology↗

AlbuMAX supplemented media induces the formation of transmission-competent P. falciparum gametocytes

Asexual blood stage culture of Plasmodium falciparum is routinely performed but reproducibly inducing commitment to and maturation of viable gametocytes remains difficult. Culture media can be supplemented with human serum substitutes to induce commitment but these generally only allow for long-term culture of asexual parasites and not transmission-competent gametocytes due to their different lipid composition. Recent insights demonstrated the important roles lipids play in sexual commitment; elaborating on this we exposed ring stage parasites (20-24 hours hpi) for one day to AlbuMAX supplemented media to trigger induction to gametocytogenesis. We observed a significant increase in gametocytes after AlbuMAX induction compared to serum. We also tested the transmission potential of AlbuMAX inducted gametocytes and found a significant higher oocyst intensity compared to serum. We conclude that AlbuMAX supplemented media induces commitment, allows a more stable and predictable production of transmittable gametocytes than serum alone. HighlightsGametocytes are formed when asexual parasites commit to sexual differentiation. Sexual commitment can be promoted by environmental stressors in media formulations. Short exposure of young asexual parasites to the serum substitute AlbuMAX achieves high proportion of committed gametocytes that are transmission-competent.

microbiology↗

Detailing organelle division and segregation in Plasmodium falciparum

The malaria causing parasite, Plasmodium falciparum, replicates through a tightly orchestrated process termed schizogony, where approximately 32 daughter parasites are formed in a single infected red blood cell and thousands of daughter cells in mosquito or liver stages. One-per-cell organelles, such as the mitochondrion and apicoplast, need to be properly divided and segregated to ensure a complete set of organelles per daughter parasites. Although this is highly essential, details about the processes and mechanisms involved remain unknown. We developed a new reporter parasite line that allows visualization of the mitochondrion in blood and mosquito stages. Using high-resolution 3D-imaging, we found that the mitochondrion orients in a cartwheel structure, prior to stepwise, non-geometric division during the last stage of schizogony. Analysis of focused ion beam scanning electron microscopy (FIB-SEM) data confirmed these mitochondrial division stages. Furthermore, these data allowed us to elucidate apicoplast division steps, highlighted its close association with the mitochondrion, and showed putative roles of the centriolar plaques (CPs) in apicoplast segregation. These observations form the foundation for a new detailed mechanistic model of mitochondrial and apicoplast division and segregation during P. falciparum schizogony and pave the way for future studies into the proteins and protein complexes involved in organelle division and segregation.

microbiology↗

Comparative Clustering (CompaCt) of eukaryote complexomes identifies novel interactions and sheds light on protein complex evolution

Complexome profiling allows large-scale, untargeted, and comprehensive characterization of protein complexes in a biological sample using a combined approach of separating intact protein complexes e.g., by native gel electrophoresis, followed by mass spectrometric analysis of the proteins in the resulting fractions. Over the last decade, its application has resulted in a large collection of complexome profiling datasets. While computational methods have been developed for the analysis of individual datasets, methods for large-scale comparative analysis of complexomes from multiple species are lacking. Here, we present Comparative Clustering (CompaCt), that performs fully automated integrative analysis of complexome profiling data from multiple species, enabling systematic characterization and comparison of complexomes. CompaCt implements a novel method for leveraging orthology in comparative analysis to allow systematic identification of conserved as well as taxon-specific elements of the analyzed complexomes. We applied this method to a collection of 53 complexome profiles spanning the major branches of the eukaryotes. We demonstrate the ability of CompaCt to robustly identify the composition of protein complexes, and show that integrated analysis of multiple datasets improves characterization of complexes from specific complexome profiles when compared to separate analysis. We identified novel candidate interactors and complexes in a number of species from previously analyzed datasets, like the emp24, the V-ATPase and mitochondrial ATP synthase complexes. Lastly, we demonstrate the utility of CompaCt for the automated large-scale characterization of the complexome of the mosquito Anopheles stephensi shedding light on the evolution of metazoan protein complexes. CompaCt is available from https://github.com/cmbi/compact-bio. Author summaryProteins carry out essential functions in the majority of processes in life, often by binding with other proteins to form multiprotein complexes. State of the art experimental techniques such as complexome profiling enable large-scale identification of protein complexes in a biological sample. With the increase in use of this method in recent years these experiments have been performed on a variety of species, of which the results are publicly available. Combining the results from these experiments presents a computational challenge, but could identify novel protein complexes and provide insights into their evolution. Here, we introduce CompaCt as a method to integrate complexome profiles from multiple species enabling automatic large-scale characterization of protein complexes. It identifies commonalities as well as the differences between species. By applying CompaCt to a collection of complexome profiles, we identified candidate complexes and interacting proteins in a number of species that were not detected in previous separate analyses of these datasets. In doing so we shed light on the evolutionary origin of several protein complex members, pinpointed the function of biomedically relevant proteins, whose role was previously unknown, and performed the first investigation of the Anopheles stephensi complexome, a mosquito that transmits the malaria parasite.

bioinformatics↗

Comparative 3D ultrastructure of Plasmodium falciparum gametocytes

Despite the enormous significance of malaria parasites for global health, some basic features of their ultrastructure remain obscure. In this study, we apply high-resolution volumetric electron microscopy to examine and compare the ultrastructure of Plasmodium falciparum gametocytes of both genders and in different stages of development as well as the more intensively studied asexual blood stages revisiting previously described phenomena in 3D. In doing so, we challenge the widely accepted notion of a single mitochondrion by demonstrating the presence of multiple mitochondria in gametocytes. We also provide evidence for a gametocyte-specific cytostome variant. Furthermore, we generate, among other organelles, the first 3D reconstructions of endoplasmic reticulum (ER), Golgi apparatus, and extraparasitic structures in gametocytes. Assessing interconnectivity between organelles, we find frequent structural appositions between the nucleus, mitochondria, and apicoplast. We provide evidence that the ER is a promiscuous interactor with numerous organelles and the trilaminar membrane of the gametocyte. Public availability of these volumetric electron microscopy resources of wild-type asexual and sexual blood-stage malaria parasites will facilitate reinterrogation of this global dataset with different research questions and expertise. Taken together, we reconstruct the 3D ultrastructure of P. falciparum gametocytes in high detail and shed light on the unique organellar biology of these deadly parasites.

microbiology↗

Quantifying the deformability of malaria-infected red blood cells using deep learning trained on synthetic cells

Several haematologic diseases, including malaria, diabetes, and sickle cell anaemia, result in a reduced red blood cell deformability. This deformability can be measured using a microfluidic device with channels of varying width. Nevertheless, it is challenging to algorithmically recognise large numbers of red blood cells and quantify their deformability from image data. Deep learning has become the method of choice to handle noisy and complex image data. However, it requires a significant amount of labelled data to train the neural networks. By creating images of cells and mimicking noise and plasticity in those images, we generate synthetic data to train a network to detect and segment red blood cells from video-recordings, without the need for manually annotated labels. Using this new method, we uncover significant differences between the deformability of RBCs infected with different strains of Plasmodium falciparum, providing clues to the variation in virulence of these strains.

microbiology↗

A prioritized and validated resource of mitochondrial proteins in Plasmodium identifies leads to unique biology

Plasmodium species have a single mitochondrion that is essential for their survival and has been successfully targeted by anti-malarial drugs. Most mitochondrial proteins are imported into this organelle and our picture of the Plasmodium mitochondrial proteome remains incomplete. Many data sources contain information about mitochondrial localization, including proteome and gene expression profiles, orthology to mitochondrial proteins from other species, co-evolutionary relationships, and amino acid sequences, each with different coverage and reliability. To obtain a comprehensive, prioritized list of Plasmodium falciparum mitochondrial proteins, we rigorously analyzed and integrated eight datasets using Bayesian statistics into a predictive score per protein for mitochondrial localization. At a corrected false discovery rate of 25%, we identified 445 proteins with a sensitivity of 87% and a specificity of 97%. They include proteins that have not been identified as mitochondrial in other eukaryotes but have characterized homologs in bacteria that are involved in metabolism or translation. Mitochondrial localization of seven Plasmodium berghei orthologs was confirmed by epitope labeling and co-localization with a mitochondrial marker protein. One of these belongs to a newly identified apicomplexan mitochondrial protein family that in P. falciparum has four members. With the experimentally validated mitochondrial proteins and the complete ranked P. falciparum proteome, which we have named PlasmoMitoCarta, we present a resource to study unique proteins of Plasmodium mitochondria.

bioinformatics↗

CEDAR, an online resource for the reporting and exploration of complexome profiling data

Complexome profiling is an emerging omics approach that systematically interrogates the composition of protein complexes (the complexome) of a sample, by combining biochemical separation of native protein complexes with mass-spectrometry based quantitation proteomics. The resulting fractionation profiles hold comprehensive information on the abundance and composition of the complexome, and have a high potential for reuse by experimental and computational researchers. However, the lack of a central resource that provides access to these data, reported with adequate descriptions and an analysis tool, has limited their reuse. Therefore, we established the ComplexomE profiling DAta Resource (CEDAR, www3.cmbi.umcn.nl/cedar/), an openly accessible database for depositing and exploring mass spectrometry data from complexome profiling studies. Compatibility and reusability of the data is ensured by a standardized data and reporting format containing the "minimum information required for a complexome profiling experiment" (MIACE). The data can be accessed through a user-friendly web interface, as well as programmatically using the REST API portal. Additionally, all complexome profiles available on CEDAR can be inspected directly on the website with the profile viewer tool that allows the detection of correlated profiles and inference of potential complexes. In conclusion, CEDAR is a unique, growing and invaluable resource for the study of protein complex composition and dynamics across biological systems.

bioinformatics↗

Composition and stage dynamics of mitochondrial complexes in Plasmodium falciparum

Our current understanding of mitochondrial functioning is largely restricted to traditional model organisms, which only represent a fraction of eukaryotic diversity. The unusual mitochondrion of malaria parasites is a validated drug target but remains poorly understood. Here, we apply complexome profiling to map the inventory of protein complexes across the pathogenic asexual blood stages and the transmissible gametocyte stages of Plasmodium falciparum. We identify remarkably divergent composition and clade-specific additions of all respiratory chain complexes. Furthermore, we show that respiratory chain complex components and linked metabolic pathways are up to 40-fold more prevalent in gametocytes, while glycolytic enzymes are substantially reduced. Underlining this functional switch, we find that cristae are exclusively present in gametocytes. Leveraging these divergent properties and stage dynamics for drug development presents an attractive opportunity to discover novel classes of antimalarials and increase our repertoire of gametocytocidal drugs.

microbiology↗