Biology subjects

Rajkovic, A.

Publications and source records attributed to Rajkovic, A..

15 recordsLinked to original sources

bioRxiv2026

Bone Morphogenetic Protein Pathway Modulates Parkinson's Disease Genetic Risk and Promotes Motor Recovery

Progress toward disease-modifying Parkinsons disease (PD) therapies is hindered by limited understanding of pathogenic drivers and lack of therapies that restore the damaged dopaminergic (DA) neurons driving motor deficits. We investigated the role of the bone morphogenetic protein (BMP) pathway in PD using common and rare genetic variants across large-scale datasets. Single-variant analyses identified nominal associations with PD risk and onset age. A BMP polygenic risk score (PRS) was significantly associated with PD risk (OR = 1.21, empirical P = 1.0 x 10-), a result replicated in proxy-case analyses (OR = 1.14, empirical P = 1.0 x 10-) and remained significant after sensitivity testing. To test the results functional relevance, we genetically and pharmacologically inhibited BMP signaling in mice, which induced motor deficits and PD-like neuropathology. In a -synuclein preformed fibril (PFF) mouse model, BMP5 and BMP7 (BMP5/7) demonstrated neuroprotective effects when administered concurrently with -synuclein PFFs. Importantly, when delivered after PFFs-induced motor symptoms onset, BMP5/7 demonstrated neurorestorative effects, ameliorating both motor impairments and neuropathology. These findings provide first evidence that BMP signaling variations contribute to polygenic PD risk, identify a physiological role for this pathway in safeguarding against PD-related pathology, and demonstrate BMPs therapeutic potential for disease modification.

neuroscience↗

bioRxiv2026

iPSC-derived extracellular vesicles rescue deficits in human and mouse models of Parkinsons disease

Parkinsons disease (PD) pathogenesis often involves progressive -synuclein (-Syn)-mediated neuronal dysfunction, yet the earliest cellular events that link -Syn pathology to circuit failure remain poorly defined. Here, we used human induced pluripotent stem cell (iPSC)-derived dopaminergic (DA) neurons from patients carrying the familial A53T SNCA mutation to reconstruct a temporal course of dysfunction in vitro. We identified a biphasic trajectory with an early phase of hyperexcitability, characterized by elevated spontaneous firing, followed by a progressive transition into hypoexcitability as the neurons mature, accompanied by reduced network activity, synaptic dysfunction, and -Syn accumulation. Transcriptomic profiling at the critical transition point revealed a dual transcriptional signature, with upregulation of stress-inflammatory pathways (p53, JAK-STAT, apoptosis) coupled with systematic downregulation of metabolic and synaptic maintenance genes. This molecular profile preceded functional collapse, linking early hyperactivity-driven metabolic stress to subsequent neuronal exhaustion. To counteract this pathology, we used extracellular vesicles (EVs), small membrane-bound particles carrying intercellular signals, as a cell-free treatment approach. Strikingly, treatment with EVs derived from healthy iPSCs completely rescued both electrophysiological deficits and pathological -Syn accumulation, restoring normal firing patterns, synaptic function, and network activity. Consistent with these observations, EV treatment reduced -Syn aggregation and improved motor responses in -Syn fibril-injected mice, which are characterized by pathological -Syn accumulation and motor deficits. Overall, these findings demonstrate that EVs derived from healthy iPSCs can reverse PD-related phenotypes in human and mouse models.

neuroscience↗

bioRxiv2024

Maternal Med12 safeguards trophoblast pluripotency and placental development

For a brief but critical period post-fertilization, the mammalian embryo is entirely dependent on maternal products inherited from the oocyte. Previous research showed that oocyte-specific loss of Med12, an X-linked gene and Mediator complex subunit, leads to female sterility despite normal folliculogenesis and ovulation. Here, we show that loss of maternal Med12 has minimal effect on the oocyte transcriptome and does not manifest in embryonic lethality until post-implantation. Implants derived from Med12-null oocytes demonstrate abnormal placentation at E9.5, with an overabundance of trophoblast giant cells (TGC). This phenotype associates with downregulation of trophoblast pluripotency markers (e.g. Cdx2) and activation of drivers of TGC identity (e.g. Stra13) in the E7.5 extraembryonic ectoderm, revealing a previously undescribed role for Med12 in trophoblast pluripotency maintenance. Notably, we find consistently low Med12 expression in embryos derived from Med12-null oocytes, potentially due to programmed paternal X chromosome inactivation (XCI). To isolate the consequences of maternal Med12 depletion, we introduced an autosomal Med12 transgene and show that embryonic expression of the transgene rescues development of Med12-null oocytes. We conclude that oocyte-specific deletion of Med12 produces a maternal-zygotic double knock-out in extraembryonic tissues due to paternal XCI, leading to loss of pluripotency in the trophoblast, placental malformation, and embryonic death.

developmental biology↗

bioRxiv2023

SNVstory: A dockerized algorithm for rapid and accurate inference of sub-continental ancestry

Knowing a patients genetic ancestry is crucial in clinical settings, providing benefits such as tailored genetic testing, targeted health screening based on ancestral disease-predisposition rates, and personalized medication dosages. However, self-reported ancestry can be subjective, making it difficult to apply consistently. Moreover, existing approaches utilize genome sequencing data to infer ancestry at the continental level, creating the need for methods optimized for individual ancestry assignment. We present SNVstory, a method built upon three independent machine learning models for accurately inferring the sub-continental ancestry of individuals. SNVstory includes a feature-importance scheme, unique among open-source ancestral tools, which allows the user to track the ancestral signal broadcast by a given gene or locus. We apply SNVstory to a clinical dataset, comparing self-reported ethnicity and race to our inferred genetic ancestry. SNVstory represents a significant advance in methods to assign genetic ancestry, predicting ancestry across 36 different populations with high accuracy.

genomics↗

bioRxiv2023

Elucidating the combined toxicity of aflatoxin B1 and fumonisin B1 on HepG2 cells based on respirometry and transcriptome analyses

Aflatoxin B1 (AFB1) and fumonisin B1 (FB1) are two toxic mycotoxins widely found in food contaminants, and known for their hepatotoxicity in human. However, their combined toxicity still needs to be deeply investigated especially for their harmful effect. Therefore, the current work aimed at investigating the (combined) effect of AFB1 and FB1 on mitochondrial and glycolytic activity of HepG2 cell line, a well-recognized in vitro model system to study liver cell function. In our previous work, we studied the impact of a short term exposure to different doses of AFB1, FB1, and their binary mixture (MIX) on the bioenergetic status of HepG2 cells. Seahorse respirometry analysis revealed that the co-exposure, especially at high doses (8 {micro}g/mL for AFB1 and 160 {micro}g/mL for FB1), is more toxic as a result of more inhibition of all parameters of mitochondrial respiration. RNA transcriptome sequencing showed that the p53 signaling pathway, which is a major orchestrator of mitochondrial apoptosis, was differentially expressed. Moreover, the co-exposure has significantly downregulated Cx I, Cx II, Cx III, and Cx IV genes, which represent the onset of the suppressed mitochondrial respiration in HepG2 cells. It was found that FB1 is contributed more to the MIX effects than AFB1. Environmental ImplicationAflatoxin B1 (AFB1) and fumonisin B1 (FB1) are two main mycotoxins that frequently (co-)contaminate maize and maize-based ingredients in several parts of the world. Both toxins are well-known for their hepatotoxicity in humans as the liver is their main target organ. However, the combined toxicity of AFB1 and FB1 still needs to be deeply investigated especially for their effect on cellular respiration. In this study, we proved that a binary mixture of AFB1 and FB1 is more toxic on mitochondrial respiration, and disrupted the p53 signaling pathway to induce apoptosis, which promised a novel insight of hazardous materials-induced hepatic damage.

pharmacology and toxicology↗

bioRxiv2021

Amino acid substitutions in human growth hormone affect coiled-coil content and receptor binding

The interaction between human Growth Hormone (hGH) and hGH Receptor (hGHR) has great relevance to human diseases such as acromegaly and cancer. HGH has been extensively engineered by other workers to improve binding and other properties. We used a computational screen to select substitutions at single hGH positions within the hGHR-binding site. We find that, while many successfully slow down dissociation of the hGH-hGHR complex once bound, they also slow down the association of hGH to hGHR. We are particularly interested in E174 which belongs to the hGH zinc-binding triad, and which spans coiled-coil helices and obeys the coiled-coil heptad pattern. Surprisingly, substituting E174 with A leads to substantial increase in an experimental measure of coiled-coil content. E174A is known to increase affinity of hGH against hGHR; here we show that this is simply because the off-rate is slowed down more than the on-rate, in line with what has been found for other affinity-improving mutations. For E174Y (and mutations at other sites) the slowdown in on-rate was greater, leading to decreased affinity. The results point to a link between coiled-coiling, zinc binding, and hGHR-binding affinity in hGH, and also suggest rules for choosing affinity-increasing substitutions.

bioengineering↗

bioRxiv2021

Long term exposure of human gut microbiota with high and low emulsifier sensitivity to soy lecithin in M-SHIME model.

In the context of the potential health hazards related to food processing, dietary emulsifiers have been shown to alter the structure and function of the gut microbial community, both in vivo and in vitro. In mouse models, these emulsifier exposed gut microbiota were shown to contribute to gut inflammation. Several knowledge gaps remain to be addressed though. As such, the impact from a longer timeframe of exposure on the gut microbiota is not known and interindividual variability in microbiome response needs to be measured. To answer these research questions, in this study the faecal microbiota from two individuals, previously selected for high and low emulsifier sensitivity, were exposed to two concentrations of soy lecithin during a 7 day treatment phase in the dynamic mucosal simulator of the human intestinal microbial ecosystem (M-SHIME). The results showed mild effects from soy lecithin on the composition and functionality of these microbial communities, which depended on the original microbial composition. The effects also mostly levelled off after 3 days of exposure. The emulsifier sensitivity for which the microbiota were selected, was preserved. Some potentially concerning effects were also registered: butyrate levels, positively correlating with Faecalibacterium abundance, were lowered by soy lecithin. Also the abundance of the beneficial Bifidobacterium genus was lowered, while the abundance of the notorious unclassified Enterobacteriaceae was increased. Within the family of the unclassified Lachnospiraceae, several genera were either suppressed or stimulated. The effects that these microbial alterations would have on a living host is not yet certain, especially given the fact that large fractions of soy lecithins constituents can be absorbed. Nevertheless, choline and phosphatidylcholine, both primary and absorbable constituents of soy lecithin, have recently been linked to cardiovascular disease via the generation of TMA by the gut microbiota. Further studies that validate our findings and link them to potential health outcomes are thus justified.

microbiology↗

bioRxiv2021

Differential impact of rhamnolipids and polysorbate80 on composition and functionality of the gut microbiota in the SHIME system.

Dietary emulsifiers have been shown to affect the composition and function of the gut microbial community, both in vivo and in vitro. Yet, several knowledge gaps remain to be addressed: the impact from a longer timeframe exposure on the gut microbiota, interindividual variability in microbiome response and the putative impact from novel clean label alternatives for current food emulsifiers. In the present study, the impact of one conventional dietary emulsifier, TWEEN80, and one potential novel alternative, rhamnolipids, on the human gut microbiota was investigated using the Mucosal Simulator of the Human Intestinal Microbial Ecosystem (M-SHIME). The faecal microbiota from two human donors, with high and low responsiveness to the emulsifiers, were exposed to 0,05 m% and 0,5 m% of the emulsifiers for 7 days. The results confirmed previous observations that the effects on the composition and functionality are both emulsifier- and donor dependent. The effects reached an equilibrium after about 3 days of exposure. Overall, TWEEN80 and rhamnolipids displayed opposite effects: TWEEN80 increased cell counts, reduced propionate concentration, increased butyrate levels, increased a.o. Faecalibacterium, Blautia and Hungatella abundance, while rhamnolipids did the opposite. Rhamnolipids also sharply increased the abundance of unclassified Lachnospiraceae. On the other hand, both emulsifiers increased the relative abundance of unclassified Enterobacteriaceae. Both emulsifiers also altered the microbial metabolome in different ways and a pathway enrichment analysis tool revealed that the metabolome alterations could be reminiscent of gut issues and obesity. Overall, the impact from the rhamnolipids was larger than that of TWEEN80 at similar concentrations, indicating that the former may not necessarily be a safer alternative for the latter. The microbiotas response also depended on its original composition and the sensitivity status for which the faecal donors were selected, was preserved. Whether the same donor-diversity and longitudinal impact can be expected in the human colon as well and what impact this has on the host will have to be further investigated.

microbiology↗

bioRxiv2020

Single Cell atlas of uterine myometrium and leiomyomas reveals diverse and novel cell types of non-monoclonal origin.

Uterine leiomyomas are the most common tumors of the female reproductive tract with significant morbidity that includes excessive bleeding, infertility and pregnancy complications. The origin and cellular composition of leiomyomas is controversial, yet very important in better understanding the pathogenesis of these tumors. We applied single-cell RNA sequencing to better understand cellular heterogeneity of uterine leiomyomas and normal myometrium at the molecular level. Our data reveal previously unknown heterogeneity in the smooth muscle cells, fibroblast cells, and endothelial cells of normal myometrium and leiomyomas. We discovered a novel lymphatic endothelial cell population in uterine leiomyomas and that the immune as well as transcriptional profile of leiomyomas is MED12 genotype-dependent. Moreover, we show that leiomyoma cell moiety is not monoclonal in nature. Our work describes unprecedented single cell resolution of normal uterine myometrium and leiomyoma tumors and provides insight into tumor specific hormone responsiveness and extracellular matrix accumulation.

genetics↗

bioRxiv2020

Loss of a subunit of vacuolar ATPase identifies unexpected biological signatures of reduced organelle acidification in vivo

The inability to maintain a strictly regulated endo(lyso)somal acidic pH through the proton-pumping action of the vacuolar-ATPases has been associated with various human diseases including heritable connective tissue disorders, neurodegenerative diseases and cancer. Multiple studies have investigated the pleiotropic effects of reduced acidification in vitro, but the mechanisms elicited by impaired endo(lyso)somal acidification in vivo remain poorly understood. Here, we show that loss of atp6v1e1b in zebrafish leads to early mortality, associated with craniofacial dysmorphisms, vascular anomalies, cardiac dysfunction, hypotonia and epidermal structural defects, reminiscent of the phenotypic manifestations in cutis laxa patients carrying a defect in the ATP6V1E1 gene. Mechanistically, we found that in vivo genetic depletion of atp6v1e1b leads to N-glycosylation defects and reduced maturation of endosomal and lysosomal vesicles, but retains the hypoxia-mediated response. In order to gain further insights into the processes affected by aberrant organelle acidification, we performed an untargeted analysis of the transcriptome and metabolome in early atp6v1e1b-deficient larvae. We report multiple affected pathways including but not limited to oxidative phosphorylation, sphingolipid and fatty acid metabolism with profound defects in mitochondrial respiration. Taken together, our results identify new complex biological effects of reduced organelle acidification in vivo, which likely contribute to the multisystemic manifestations observed in disorders caused by v-ATPase deficiency.

molecular biology↗

bioRxiv2020

Deletion of Gremlin-2 alters estrous cyclicity and disrupts female fertility in mice

Members of the differential screening-selected gene aberrative in neuroblastoma (DAN) protein family are developmentally conserved extracellular binding proteins that antagonize bone morphogenetic protein (BMP) signaling. This protein family includes the Gremlin proteins, GREM1 and GREM2, which are known to have key functions during embryogenesis and adult physiology. While BMPs play essential roles in adult female reproductive physiology, the role of the DAN family in ovarian function is less understood. We generated mice null for Grem2 to study its role in female fertility in addition to screening patients with primary ovarian insufficiency for variants in GREM2. Grem2-/- mice are viable and female Grem2-/- mice have diminished fecundity and irregular estrous cycles. This is accompanied by reduced serum levels of anti-Mullerian hormone, a marker of the ovarian reserve, in adult mice. Alterations in ovarian expression of inhibin and activin subunit genes, which are required for regulation of the hypothalamic-pituitary-ovarian (HPO) axis, were identified. While Grem2 mRNA transcript was not detected in the pituitary, Grem2 was expressed in the hypothalami of wild type female mice. Additionally, screening 106 women with primary ovarian insufficiency identified one individual with a heterozygous variant in GREM2 that lies within the predicted BMP-GREM2 interface. In total, these data suggest that Grem2 is necessary for female fecundity by playing a novel role in regulating the HPO axis and possibly contributing to female reproductive disease.

physiology↗

bioRxiv2020

Human Embryonic Expression Identifies Novel Essential Gene Candidates

Disruption of essential genes leads to pregnancy loss, early lethality, or severe disease. Current methods to predict genes that underlie severe phenotypes include knockout animal model systems, evolutionary conservation, and variation intolerance metrics. With existing methods, human lethal genes are missed due to interspecies differences or paucity of gene characterization. We analyzed global gene expression in stages of early human development (1-cell to the blastocyst). These data were integrated with all 4049 current murine knockout phenotypes, genome-wide evolutionary gene conservation, and human genic intolerance metrics. We found that currently established human essential genes and orthologs of murine essential genes demonstrate higher gene expression across developmental stages compared to non-essential genes (Wilcoxon rank sum test, p<8.5e-10), indicating that higher expression correlates with essentiality. Of 1438 unique genes candidates with the highest expression, an estimated 1115 (78%) have not yet been associated with human disease and are thus novel candidates. The essential gene candidates concur with four prediction metrics, further supporting essentiality. We also assessed gene-specific expression changes during early development for their ability to predict essentiality. Genes that increase in expression were more likely to be essential (Fishers exact test, p<2.4e-06), suggesting that dynamic temporal expression during development may be particularly important. We find that embryonic gene expression can be used to prioritize genes that currently lack a Mendelian phenotype. Human embryonic gene expression is readily available, and applied as a novel tool, it may identify highly conserved processes vital in development.

genetics↗

bioRxiv2020

Motifs of the C-terminal Domain of MCM9 Direct Localization to Sites of Mitomycin-C Damage for RAD51 Recruitment

The MCM8/9 complex is implicated in aiding fork progression and facilitating homologous recombination (HR) in response to several DNA damage agents. MCM9 itself is an outlier within the MCM family containing a long C-terminal extension (CTE) comprising 42% of the total length, but with no known functional components and high predicted disorder. In this report, we identify and characterize two unique motifs within the primarily unstructured CTE that are required for localization of MCM8/9 to sites of mitomycin C (MMC) induced DNA damage. First, an unconventional bipartite-like nuclear localization (NLS) motif consisting of two positively charged amino acid stretches separated by a long intervening sequence is required for the nuclear import of both MCM8 and MCM9. Second, a variant of the BRC motif (BRCv), similar to that found in other HR helicases, is necessary for localization to sites of MMC damage. The MCM9-BRCv directly interacts with and recruits RAD51 downstream to MMC-induced damage to aid in DNA repair. Patient lymphocytes devoid of functional MCM9 and discrete MCM9 knockout cells have a significantly impaired ability to form RAD51 foci after MMC treatment. Therefore, the disordered CTE in MCM9 is functionally important in promoting MCM8/9 activity and in recruiting downstream interactors; thus, requiring full length MCM9 for proper DNA repair.

biochemistry↗

bioRxiv2020

Dietary emulsifiers alter composition and activity of the human gut microbiota in vitro, irrespective of chemical or natural emulsifier origin.

The use of additives in food products has become an important public health concern. In recent reports, dietary emulsifiers have been shown to affect the gut microbiota, contributing to a pro-inflammatory phenotype and metabolic syndrome. So far, it is not yet known whether similar microbiome shifts are observable for a more diverse set of emulsifier types and to what extent these effects vary with the unique features of an individuals microbiome. To bridge this gap, we investigated the effect of five dietary emulsifiers on the fecal microbiota from 10 human individuals upon a 48 hour exposure. Community structure was assessed with quantative microbial profiling, functionality was evaluated by measuring fermentation metabolites and pro-inflammatory properties were assessed with the phylogenetic prediction algorythm PICRUSt, together with a TLR5 reporter cell assay for flagellin. A comparison was made between two mainstream chemical emulsifiers (carboxymethylcellulose and P80), a natural extract (soy lecithin) and biotechnological emulsifiers (sophorolipids and rhamnolipids). While fecal microbiota responded in a donor-dependent manner to the different emulsifiers, profound differences between emulsifier were observed. Rhamnolipids, sophorolipids and soy lecithin eliminated 91% {+/-} 0%, 89% {+/-} 1% and 87% {+/-} 1% of the viable bacterial population after 48 hours, yet they all selectively increased the proportional abundance of putative pathogens. Moreover, profound shifts in butyrate (-96% {+/-} 6 %, -73% {+/-} 24% and -34 {+/-} 25% respectively) and propionate (+13% {+/-} 24 %, +88% {+/-} 50% and +29% {+/-} 16% respectively) production were observed for these emulsifiers. Phylogenetic prediction indicated higher motility, which was, however, not confirmed by increased flagellin levels using the TLR5 reporter cell assay. We conclude that dietary emulsifiers can severely impact the gut microbiota and this seems to be proportional to their emulsifying strength, rather than emulsifier type or origin. As biotechnological emulsifiers were especially more impactful than chemical emulsifiers, caution is warranted when considering them as more natural alternatives for clean label strategies.

microbiology↗

bioRxiv2020

Female reproductive tract has low concentration of SARS-CoV2 receptors

There has been significant concern regarding fertility and reproductive outcomes during the SARS-CoV2 pandemic. Recent data suggests a high concentration of SARS-Cov2 receptors, ACE2 or TMPRSS2, in nasal epithelium and cornea, which explains person-to-person transmission. We investigated the prevalence of SARS-CoV2 receptors among reproductive tissues by exploring the single-cell sequencing datasets from uterus, myometrium, ovary, fallopian tube, and breast epithelium. We did not detect significant expression of either ACE2 or TMPRSS2 in the normal human myometrium, uterus, ovaries, fallopian tube, or breast. Furthermore, none of the cell types in the female reproductive organs we investigated, showed the co-expression of ACE2 with proteases, TMPRSS2, Cathepsin B (CTSB), and Cathepsin L (CTSL) known to facilitate the entry of SARS2-CoV2 into the host cell. These results suggest that myometrium, uterus, ovaries, fallopian tube, and breast are unlikely to be susceptible to infection by SARS-CoV2. Our findings suggest that COVID-19 is unlikely to contribute to pregnancy-related adverse outcomes such as preterm birth, transmission of COVID-19 through breast milk, oogenesis and female fertility.

genetics↗