Biology subjects

Fernandes, N.

Publications and source records attributed to Fernandes, N..

18 recordsLinked to original sources

bioRxiv2026

RNASeek: A Cross-Phyla Generative Foundation Model for Multipurpose RNA Modeling and Reinforcement Learning-Based Design

RNA plays central roles in regulating information flow and provides a versatile substrate for engineering biological functions. While large language models (LLMs) have transformed natural language processing and protein design, a general framework connecting RNA foundation models to functional sequence design remains limited. Here, we present RNASeek, a 1.6-billion-parameter generative foundation model built on a DeepSeek architecture and trained on a cross-phyla transcriptomic corpus for RNA sequence representation and generation. Natural-language tokens enable flexible conditional prediction and sequence design using a unified backbone. RNASeek captures species-specific transcript features and intron-exon boundaries in a zero-shot setting. We then fine-tune RNASeek to predict ribozyme self-cleavage activity and viral mRNA stability, revealing interpretable sequence features associated with function, including ribozyme loop flexibility and stem stability, as well as AU-rich motifs associated with mRNA stability. We use these functional predictors as reward models and apply Group Relative Policy Optimization (GRPO) to update the generation policy of RNASeek toward sequences with desired properties. GRPO-guided generation produces faster-cleaving ribozymes and stability-enhancing 3' UTRs while satisfying user-specified IUPAC constraints. Experimentally validated RNASeek-generated ribozymes achieve wild-type levels of activity, while RNASeek-generated 3' UTR sequences exceed the performance of the training data and benchmarked AI-generated 3' UTRs. Together, RNASeek establishes a unified pretrain-predict-optimize framework that connects learned RNA function to controllable de novo sequence design and provides a general strategy for engineering regulatory RNAs with desired properties.

bioengineering↗

bioRxiv2026

Not All Charges Are Equal: Side-Chain Chemistry Reshapes the Disordered Ensemble of α-synuclein

The conformational ensembles of intrinsically disordered proteins (IDPs) are governed by the balance of electrostatic and hydrophobic interactions encoded in their primary sequences. Current polymer-physics models of IDPs frequently group amino acids by coarse-grained properties, such as net charge, often overlooking the distinct residues side-chain chemistries. Analysis across the IDP database reveals that these sequences are sensitive to specific residue identities, where the substitution of aromatic, proline, or hydrophobic groups serves as a primary driver of chain dimensions. However, these data also highlight that even subtle chemical variations between similarly charged residues can consistently shift global compaction. Here, we explore the role of residue identity using small angle X-ray scattering (SAXS) of seven -synuclein variants with progressively increasing numbers of lysine-to-arginine substitutions, two positively charged amino acids with different side-chain chemistry. We show that increasing arginine content drives a systematic compaction of the conformational ensemble, although variants with identical number of substitutions but different positional arrangements suggest influence to the sequence context. Moreover, while increasing salt concentrations shift the structural ensemble from a Gaussian toward a self-avoiding-walk statistics, the arginine-dependent contraction trend remains robust across both regimes. Molecular-dynamics simulations combined with SAXS data reveal that arginine substitutions reduce ensemble heterogeneity by stabilizing transient long-range contacts. Finally, aggregation assays demonstrate that this arginine-driven compaction correlates with an accelerated transition to amyloid fibrils. Our findings demonstrate that chemically subtle substitutions between similarly charged residues can fundamentally reshape the conformational ensemble of IDPs, suggesting that side-chain identity is a critical, yet underappreciated, determinant of protein disorder and proteotoxicity. O_TEXTBOXSignificance StatementIntrinsically disordered proteins (IDPs) are critical to cellular signaling and neurodegeneration, yet our ability to predict their behavior remains limited by a "coarse-grained" understanding of their sequences. We expand the view that net charge and patterning is a primary determinant of IDP dimensions by showing that lysine and arginine, residues identical in charge, exert opposite effects on the conformational landscape of -synuclein model-system. We find that arginine substitutions act as a "molecular glue", driving protein compaction and reducing ensemble heterogeneity. Crucially, this compaction accelerates amyloid aggregation, overturning the conventional assumption that collapsed states protect against fibrillization. This work demonstrates that side-chain identity and patterning are vital for protein homeostasis, providing a new framework for the rational design of IDP-based therapeutics. C_TEXTBOX

biophysics↗

bioRxiv2025

THE HUMAN NEUROBLASTOMA SH-SY5Y CELL LINE AS A MODEL TO ASSESS β-AMYLOID NEUROTOXICITY: A SYSTEMATIC REVIEW AND META-ANALYSIS

The SH-SY5Y human neuroblastoma cell line is widely used as an in vitro model of {beta}-amyloid (A{beta}) neurotoxicity in Alzheimers disease (AD). However, the lack of standardized protocols for assessing A{beta} toxicity - including differentiation strategies for SH-SY5Y cells - limits the comparability of results across studies. To address these issues, we conducted a systematic review and meta-analysis to evaluate how methodological factors influence A{beta}-induced toxicity in SH-SY5Y cells. We included 359 eligible studies encompassing 1,192 MTT-based comparisons of cell viability between A{beta}-treated and control SH-SY5Y cells. A three-level meta-analysis estimated mean cell viability after A{beta} exposure at 63% of control levels (95% CI [61.6; 64.3]), with very high heterogeneity (I{superscript 2}=99.6%). Meta-regression identified significant associations between increased toxicity and higher A{beta} concentrations, longer exposure durations, and the use of peptide preparations described as fibrils. Conversely, differentiation protocols, duration, and cell density did not significantly influence toxicity outcomes. Reporting quality was often poor, with frequent omissions regarding cell line origin, authentication, contamination testing, A{beta} preparation details and nature of the experimental unit. Overall, our findings show robust A{beta} toxicity in SH-SY5Y cells, primarily driven by dose, exposure time, and A{beta} aggregation state, but not cell differentiation status. Our conclusions highlight the critical need for better reporting of A{beta} exposure parameters to enhance reproducibility and translational potential in AD research.

neuroscience↗

bioRxiv2025

Invadopodia-Mediated Remodeling of the Lymphatic Endothelium Drives Cancer Cell Lymphatic Dissemination and is Regulated by a CCR7-Vav2-Rac3 Signaling axis.

Cancer cell invasion across a lymphatic endothelial barrier and subsequent colonization of regional lymph nodes often marks the first stage of metastatic dissemination. Lymphatic vessels facilitate the escape of cancer cells and can support further metastatic dissemination. Although the clinical and experimental evidence supports a role for lymph node metastases in promoting metastatic spread, the mechanism employed by cancer cells to navigate a lymphatic endothelium and enter lymphatic vessels is poorly characterized. To investigate this, we assessed the interactions between cancer cells and lymphatic endothelial cells and found that Tks5-positive structures, termed invadopodia, remodel lymphatic endothelial junctions. Loss of Tks5 impaired cancer cell invasion across a lymphatic endothelium and significantly reduced lymph node and lung metastasis in a mouse model of breast cancer progression. Surgical removal of the axillary and brachial lymph nodes prior to orthotopic cancer cell injection resulted in a significant reduction in lung tumor burden, further demonstrating the significance of lymph node metastases to metastatic tumor burden. Next, using breast cancer patient primary tumors we found that elevated expression of CCR7, a chemokine receptor, significantly associated with lymph node metastasis. CCR7 localized to invadopodia and promoted cancer cell invasion across lymphatic endothelium, both in the presence and absence of its canonical ligand CCL19. Tyrosine phosphorylation of CCR7 directed the recruitment of Vav2 and activation of Rac3. Our findings highlight a role for lymphatic metastases in promoting distant metastasis and establish a mechanism by which cancer cells breach a lymphatic endothelium.

cancer biology↗

bioRxiv2025

Investigation of Double-Stranded DNA Donors and CRISPR-Cas9 RNP for Universal Correction of Mutations Causing Cystic Fibrosis in Human Airway Cells

Cystic fibrosis (CF) is a devastating genetic disease caused by mutations in the Cystic Fibrosis Transmembrane Conductance Regulator (CFTR) gene. As morbidity and mortality from CF results from a lack of mucus clearance that leads to chronic bacterial infections and progressive loss of lung function, site-specific insertion of a CFTR cDNA into the endogenous CFTR locus in airway basal stem cells (ABSCs) could prove curative for all disease-causing mutations. This study describes the development of nonviral genome editing reagents, designed to be packaged into nonviral delivery systems. An sgRNA targeting the 5 untranslated region of CFTR was characterized as directing high on-target cutting and displaying a safe off-target profile. Airway cell lines electroporated with chemically-modified (1-Aminohexane - AmC6), linear double-stranded DNA (ldsDNA) constructs were utilized as an Homology Directed Repair (HDR) donor, initially optimized with an mCitrine reporter. Expectedly, when the 780bp mCitrine cDNA was replaced with the 4.4kb CFTR cDNA, integration efficiency dropped significantly. However, 1-2% integration of codon optimized donors was sufficient to restore CFTR expression in the bulk edited population of human bronchial epithelial cell line, 16HBE14o- (16HBE), to levels reaching 50% of wildtype expression as measured by Western Blot. Electrophysiological validation of CFTR ion channel function measured via Ussing Chamber Assay revealed that these bulk edited populations exhibit greater than 40% restoration of the chloride ion currents of the measured wildtype controls. These results demonstrate that low levels of CFTR integration can be made therapeutically relevant by optimizing the designs of gene editing reagents. Importantly, this work utilizes nonviral editing reagents, an essential step towards in vivo gene therapy for CF.

genetics↗

bioRxiv2025

Ensemblify: a user-friendly tool for generating ensembles of intrinsically disordered regions of AlphaFold and user-defined models

MotivationIntrinsically disordered proteins (IDPs) and regions (IDRs) challenge structural characterization due to their dynamic conformational ensembles and lack of stable structure. Existing computational approaches for modelling these ensembles are either computationally intensive, limited in flexibility, or inaccessible to non-experts, especially when dealing with multi-domain or multi-chain proteins. ResultsWe present Ensemblify, an open-source, user-friendly Python package for generating and analyzing conformational ensembles of IDPs/IDRs. Ensemblify uses a Monte Carlo algorithm coupled with neighbour-aware sampling of dihedral angles from curated or user-defined fragment libraries to explore conformational space. It directly incorporates information from AlphaFolds confidence metrics as flexible energy restraints in PyRosetta to guide the sampling. It supports multi-chain and multi-domain proteins and can sample N-terminal, C-terminal, and inter-domain linkers while preserving folded regions. Ensemble quality can be validated and refined against experimental data such as SAXS via Bayesian/Maximum Entropy (BME) reweighting. Interactive dashboards provide in-depth structural analysis and comparison. Testing across 10 diverse proteins demonstrated Ensemblifys accuracy, flexibility, and ability to recover experimentally observed structural features. Incorporating AlphaFold confidence metrics shows potential to improve the ensemble-data agreement. AvailabilityEnsemblify is freely available at https://github.com/CordeiroLab/ensemblify, along with detailed installation instructions and usage tutorials. Ensemblify can be used for scripting through its Python API or directly through the provided command-line interface (CLI). Complete documentation is available within the source-code and CLI and on Ensemblifys official documentation page (https://ensemblify.readthedocs.io). Contacttiago.gomes@itqb.unl.pt, tiago.cordeiro@itqb.unl.pt Supplementary informationSupplementary data is available online.

bioinformatics↗

bioRxiv2024

Genomic signatures of island colonization in highly diverse primates

Understanding how small populations cope with loss of genetic diversity and deleterious variation is crucial to address the current biodiversity crisis. Insular populations are particularly interesting as they have often persisted at low population sizes and higher inbreeding than their mainland counterparts. While the genome-wide consequences of inbreeding in threatened insular species have received some attention, comparative genomics between insular and mainland populations of wide-spread and genetically diverse species have rarely been performed. Yet, they are particularly well suited to inform about the consequences of drastic population declines from initially large populations - a phenomenon that is becoming increasingly common. The spot-nosed monkey (Cercopithecus petaurista), the Campbells monkey (Cercopithecus campbelli) and the green monkey (Chlorocebus sabaeus) are common and genetically diverse West African primates. Insular populations can be found at the Bijagos Archipelago, Guinea-Bissau. Here, we assessed the genome-wide diversity, inbreeding, genetic load and adaptive variation using whole genome sequencing data from insular and mainland populations. In the three species, island populations showed lower genome-wide diversity and higher inbreeding. Genetic drift has likely promoted the conversion of masked genetic load into realized load without increased purging of deleterious variation. Additionally, we found no evidence for accumulation of deleterious variation, suggesting that these populations are not yet at risk of extinction by genetic factors and may act as reservoirs of mainland genetic diversity. We highlight, however, that other anthropogenic factors are threatening these insular primates and therefore conservation management should target their immediate threats and safeguard against additional loss of diversity.

genomics↗

bioRxiv2024

Estimating the effective population size across space and time in the Critically Endangered western chimpanzee in Guinea-Bissau: challenges and implications for conservation management

Effective population size (Ne) is a key concept in evolutionary and conservation biology. The western chimpanzee (Pan troglodytes verus) is a Critically Endangered taxon. In Guinea-Bissau, chimpanzees are mainly threatened by habitat loss, hunting and diseases. Guinea-Bissau is considered a key area for its conservation. Genetic tools have not yet been applied to inform management and no estimates of Ne have been obtained. In this study, we use countrys range-wide microsatellite data and five whole-genome sequences to estimate several Ne and infer the recent and ancient demographic history of populations using different methods. We also aim to integrate the different Ne estimates to improve our understanding of the evolutionary history and current demography of this great ape and to discuss strengths and limitations of each estimator and their complementarity in informing conservation decisions. Results from the PSMC method suggest a large ancestral Ne, likely due to ancient structure over the whole subspecies distribution until approximately 10-15,000 years ago. After that, a change in connectivity, a real decrease in size or a combination of both occurred, which reduced the then still large ancestral population to a smaller size (MSVAR: [~]10,000 decreasing to 1,000-6,000 individuals), possibly indicating a fragmentation into coastal and inner subpopulations. In the most recent past, contemporary Ne is below or close to 500 (GONE: 116-580, NeEstimator: 107-549), suggesting a high risk of extinction. The populations at coastal Parks may have been small or isolated for several generations whereas the Boe Park one exhibit higher long-term Ne estimates and can be considered a stronghold of chimpanzee conservation. Through combining different types of molecular markers and analytical methodologies, we try to overcome the limitations of obtaining high quality DNA sampling from wild threatened populations and estimate Ne at different temporal and spatial scales, which is crucial information to make informed conservation decisions at local and regional scales.

genomics↗

bioRxiv2024

Miniaturised laboratorial equipment as a solution to implement conservation genetics tools and education in West African countries with limited infrastructures: an application to the study of illegal wildlife trade in Guinea-Bissau

Illegal wildlife trade (IWT) is considered one of the largest global illegal industries that negatively impacts biodiversity and sustainable development worldwide. DNA barcoding coupled with high-throughput sequencing has been shown to be useful in identifying taxa affected by IWT and has been routinely used during the last decades. However, for countries lacking laboratory infrastructures and sequencing units or trained staff, the application of DNA barcoding tools in conservation actions and policies is limited and dependent on slow sample export processes and molecular analyses carried out abroad. Guinea-Bissau (GB) is located on the West-African coast and has one of the lowest human development indices worldwide, while being a biodiversity hotspot facing many conservation challenges due to illegal commercial hunting, and trade in bushmeat and live individuals. Here, we explore the potential of using inexpensive and portable miniaturised laboratory equipment (MLE) to i) identify species illegally traded in GB using DNA barcoding methods and ii) to improve molecular biology and conservation genetic education and training in GB. Our overarching aim is to raise awareness of the current gap between the need to apply conservation genetic technologies in GB and the inability to do so due to a lack of laboratory infrastructures, sequencing units and opportunities for molecular biology training. We show that MLE can be a solution to accelerate the use of DNA barcoding methods to understand IWT and to train students, technicians and staff from governmental agencies dedicated to investigating environmental crimes, ultimately advancing the discipline of conservation genetics in the country.

zoology↗

bioRxiv2024

KLF6 in Pulmonary Hypertension: The Dual Role of Friend and Foe

BackgroundPulmonary arterial hypertension (PAH) is a severe lung condition with unmet clinical needs, marked by endothelial damage, excessive repair, and arterial narrowing, though mechanisms remain unclear. MethodsThis study investigates Kruppel-like transcription factor 6 (KLF6), known for its role in tissue injury response and cancer onset, in PAH through functional and expression analyses in human pulmonary artery endothelial cells (HPAECs) and human and rodent PAH lung tissues. FindingsKLF6 expression increased in early experimental PAH in response to hypoxia and inflammation, while the expression of endothelial homeostasis regulators KLF2 and KLF4, previously linked to PAH, decreased. KLF6 overexpression enhanced pulmonary endothelial survival and angiogenesis through broad transcriptomic remodelling, including changes in genes governing endothelial homeostasis and arterial identity (e.g., SOX17, ERG, BMPR2) and promoted human pulmonary artery smooth muscle cells (HPASMCs) proliferation, which was inhibited by bosentan and imatinib. KLF6 functional and transcriptomic responses differed from those of KLF2 and KLF4. Comparative analysis of RNA-seq PAH databases and spatial transcriptomic analysis of human idiopathic PAH (IPAH) tissues highlighted strong association of KLF6 with vascular remodelling, especially with the formation of angioproliferative (plexiform) lesions. High KLF6 expression was observed in IPAH vascular endothelium and IPAH blood-derived endothelial progenitor cells. Single nucleus RNA-seq in PAH associated with Alveolar Capillary Dysplasia confirmed disease-related elevated KLF6 expression in arterial endothelial cells. InterpretationAccumulation and reorganization of KLF6+ endothelial cells characterize human PAH. KLF6 drives endothelial repair and an apoptosis-resistant, angioproliferative endothelial phenotype. Targeting KLF6 could be a novel therapeutic approach for PAH. RESEARCH IN CONTEXTO_ST_ABSEvidence before this studyC_ST_ABSPulmonary arterial hypertension (PAH) is a progressive and life-shortening lung disease with no cure. In PAH development, endothelial damage is believed to initiate an abnormal repair process, leading to extensive vascular remodelling and the formation of complex angio-proliferative (plexiform) lesions. We conducted a systematic search of the PubMed database to identify transcription factors potentially involved in driving endothelial repair and promoting an apoptosis-resistant, angio-proliferative vascular phenotype. Previous research has linked the loss of endothelial homeostasis in PAH to the inhibition of transcription factors KLF2 and KLF4. While KLF6 is known to play a vital role in vascular development and supports endothelial repair, its specific role in PAH remains unexplored. Added value of this studyThis study is the first to establish a connection between KLF6 and PAH pathogenesis. Our findings reveal that KLF6 activation is a key feature of an apoptosis-resistant, angio-proliferative endothelial phenotype characteristic of human PAH-associated plexogenic arteriopathy. Furthermore, we identify both overlapping and unique activation patterns and transcriptional programs regulated by KLF2, KLF4, and KLF6 in lung endothelial cells, highlighting KLF6s unique role in driving endothelial dysfunction in PAH. Implications of all the available evidenceTargeting KLF6 offers a promising therapeutic strategy to counteract excessive vascular repair and prevent the vascular remodelling in PAH. FUNDINGPhD studentship from the University of Hafr Al Batin, KSA, and the Saudi Cultural Bureau in London (UKSACB) (Rehab Alharbi). Spatial transcriptomic reagents were funded by the British Heart Foundation Centre of Research Excellence Award and Senior BHF Fellowship FS/18/52/33808 (Allan Lawrie). Human samples used in this research project were obtained from the Imperial College Healthcare Tissue Bank (ICHTB) supported by the National Institute for Health Research (NIHR) Biomedical Research Centre based at Imperial College Healthcare NHS Trust and Imperial College London.

cell biology↗

bioRxiv2024

Single-cell transcriptomic changes in oligodendrocytes and precursors derived from Parkinson's disease patient-iPSCs with LRRK2-G2019S mutation

Despite extensive research, the contribution of the LRRK2 p.G2019S mutation to Parkinsons disease (PD) remains unclear. Recent findings indicate oligodendrocytes (ODCs) and their progenitors are vulnerable in PD pathogenesis. Notably, oligodendrocyte precursor cells (OPCs) exhibit high endogenous expression of LRRK2. We induced PD patient-iPSCs with the LRRK2 p.G2019S mutation into oligodendroglial lineages and performed single-cell RNA sequencing. Cell type composition analysis revealed an increase in OPCs, proliferating OPCs and ciliated ependymal cells in LRRK2 lines, all of which are characterized by LRRK2 expression. Differential expression analysis revealed transcriptomic changes in several pathways, including down-regulation of genes related to myelin assembly in ODCs, semaphorin-plexin pathway in OPCs, and cilium movement in proliferating OPCs. Cell-cell communication analysis identified significant alterations in several signaling pathways including a deactivation of PSAP signaling and an activation of MIF signaling in LRRK2 lines. Additionally, we observed an overall increase in SEMA6 signaling communication in LRRK2 cell lines; however, OPCs derived from these LRRK2 lines specifically lost SEMA6 signaling due to a down-regulation of SEMA6A and PLXNA2. Pseudotemporal trajectory analysis revealed that SHH had significantly altered expression along the pseudotime, accompanied by higher expression levels in LRRK2 lines. We propose that dysfunctional semaphorin-plexin signaling, along with cilia movement and SHH signaling, might represent early events in PD pathology.

neuroscience↗

bioRxiv2022

Rescue of the increased susceptibility to Mild Chronic Oxidative Stress of iNeurons carrying the MAPT Chromosome 17q21.3 H1/H1 risk allele by FDA-approved compounds

The microtubule associated protein tau (MAPT) chromosome 17q21.31 locus lies within a region of high linkage disequilibrium (LD) conferring two extended haplotypes commonly referred to as H1 and H2. The major haplotype, H1 has been genetically associated with an increased risk for multiple neurodegenerative disorders, including Progressive Supranuclear Palsy (PSP), Corticobasal Degeneration (CBD), APOE {varepsilon}4-negative Alzheimers disease (AD) and Parkinsons disease (PD). The mechanism causing this increased risk is largely unknown. Here, we investigated the role of Mild Chronic Oxidative Stress (MCOS) in neurogenin 2 (NGN2) induced neurons (iNeurons) derived from iPS (induced pluripotent stem cells) from carriers of both haplotypes. We identified that iNeurons of the H1 homozygous haplotype showed an increased susceptibility to MCOS compared to homozygous H2 carriers, leading to cell death through ferroptosis. We performed a cellular screen in H1 iNeurons using a FDA-approved Drug Library and identified candidate molecules that rescued the increased susceptibility to MCOS and prevented ferroptosis in H1 iNeurons. HighlightsO_LIMild Chronic Oxidative Stress induces neurotoxicity via ferroptosis on iNGN2 neurons C_LIO_LIAxonal degeneration, disordered microtubules, blebs precede neurotoxicity C_LIO_LIMAPT-17q21.3 locus H1/H1, risk allele for NDD is more vulnerable to MCOS C_LIO_LIFDA-approved drugs reverse MCOS induced ferroptosis on H1/H1 risk allele C_LI O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=158 SRC="FIGDIR/small/515284v1_ufig1.gif" ALT="Figure 1"> View larger version (43K): org.highwire.dtl.DTLVardef@eddb2eorg.highwire.dtl.DTLVardef@1d0c00dorg.highwire.dtl.DTLVardef@1f0b00eorg.highwire.dtl.DTLVardef@b68f1b_HPS_FORMAT_FIGEXP M_FIG C_FIG

neuroscience↗

bioRxiv2021

Spatial dynamics and vaccine-induced fitness changes of Bordetella pertussis

Competitive interactions between pathogen strains drive infection risk. Vaccines are thought to perturb strain diversity through shifts in immune pressures, however, this has rarely been measured due to inadequate data and analytical tools. Bordetella pertussis (B. pertussis), responsible for 160,000 deaths annually1, provides a rare natural experiment as many countries have switched from whole cell vaccines to acellular vaccines, which have very different immunogenic properties2,3. Here we use 3,344 sequences from 23 countries and build phylogenetic models to reveal that B. pertussis has substantial diversity within communities, with the relative fitness of local genotypes changing in response to switches in vaccine policy. We demonstrate that the number of transmission chains circulating within subnational regions is strongly associated with host population size. It takes 5-10 years for individual lineages to be homogeneously distributed throughout Europe or the United States. Increased fitness of pertactin-deficient strains following implementation of acellular vaccines, but reduced fitness otherwise, can explain long-term genotype dynamics. These findings highlight the role of national vaccine policies in shifting local diversity of a pathogen that still poses a large burden on global public health.

genetics↗

bioRxiv2021

The Foundational data initiative for Parkinsons disease (FOUNDIN-PD): enabling efficient translation from genetic maps to mechanism

The FOUNdational Data INitiative for Parkinsons Disease (FOUNDIN-PD) is an international collaboration producing fundamental resources for Parkinsons disease (PD). FOUNDIN-PD generated a multi-layered molecular dataset in a cohort of induced pluripotent stem cell (iPSC) lines differentiated to dopaminergic (DA) neurons, a major affected cell type in PD. The lines were derived from the Parkinsons Progression Markers Initiative study including participants with PD carrying monogenic PD (SNCA) variants, variants with intermediate effects and variants identified by genome-wide association studies and unaffected individuals. We generated genetic, epigenetic, regulatory, transcriptomic, and longitudinal cellular imaging data from iPSC-derived DA neurons to understand molecular relationships between disease associated genetic variation and proximate molecular events. These data reveal that iPSC-derived DA neurons provide a valuable cellular context and foundational atlas for modelling PD genetic risk. We have integrated these data into a FOUNDIN-PD data browser (https://www.foundinpd.org) as a resource for understanding the molecular pathogenesis of PD.

genomics↗

bioRxiv2020

Integrated multi-omics analysis reveals common and distinct dysregulated pathways for genetic subtypes of Frontotemporal Dementia

Understanding the molecular mechanisms underlying frontotemporal dementia (FTD) is essential for the development of successful therapies. Systematic studies on human post-mortem brain tissue of patients with genetic subtypes of FTD are currently lacking. The Risk and Modyfing Factors of Frontotemporal Dementia (RiMod-FTD) consortium therefore has generated a multi-omics dataset for genetic subtypes of FTD to identify common and distinct molecular mechanisms disturbed in disease. Here, we present multi-omics datasets generated from the frontal lobe of post-mortem human brain tissue from patients with mutations in MAPT, GRN and C9orf72 and healthy controls. This data resource consists of four datasets generated with different technologies to capture the transcriptome by RNA-seq, and small RNA-seq, and supplemented this date with CAGE-seq, and methylation profiling. We show concrete examples on how to use the resulting data and confirm current knowledge about FTD and identify new processes for further investigation. This extensive multi-omics dataset holds great value to reveal new research avenues for this devastating disease.

neuroscience↗

bioRxiv2020

Detection of hypermucoviscous Klebsiella pneumoniae sequence type 86 capsular type K2 in South America as an unexpected cause of a fatal outbreak in captivity marmosets

After the sudden death of eleven captives marmosets in a rehabilitation center of wildlife in Sao Paulo, Brazil, histological and microbiological study was conducted. Liver, spleen, intestine, central nervous system, lung, thymus, stomach, testicle tissues were analyzed by light microscopy and microbial cultures were conducted. Environmental cultures were also performed. Prophylactic antimicrobial therapy, restricted access to marmosets cages with dedicated staff, and additional sanitization of animals fruits were implemented. Histological findings were compatible with hyperacute septicemia, and microbiological cultures and molecular tests identified the etiologic agent as hypermucoviscous sequence type 86 capsular type K2 K. pneumoniae for the first time in South America. Implementation of prompt containment measures led to successful control of this outbreak. Detection of a hypervirulent and zoonotic pathogen, such as hypermucoviscous K. pneumoniae ST86 K2, in an unexpected and human interface reservoir underscores its potential threat in public health settings.

microbiology↗

bioRxiv2019

RPS28B mRNA acts as a scaffold promoting cis-translational interaction of proteins driving P-body assembly

P-bodies (PBs) are cytoplasmic mRNA-protein (mRNP) granules conserved throughout eukaryotes which are implicated in the repression, storage and degradation of mRNAs. PB assembly is driven in part by proteins with self-interacting and low-complexity protein domains. Non-translating mRNA is also required for PB assembly, however no studies to date have explored whether particular mRNA transcripts are more critical than others in facilitating PB assembly. A previous genome-wide microscopy screen in yeast revealed that rps28b{Delta} (Ribosomal protein subunit-28B) mutants do not form PBs under normal growth conditions. Here, we demonstrate that the RPS28B 3UTR is important for PB assembly, consistent with the fact that this is a known binding site for the PB assembly protein Edc3. However, expression of the RPS28B 3UTR in isolation is insufficient to drive normal PB assembly. Intriguingly, chimeric mRNA studies revealed that Rps28 protein, translated in cis from an mRNA bearing the RPS28B 3UTR, physically interacts more strongly with Edc3 than Rps28 protein synthesized in trans. This Edc3-Rps28 interaction in turn also facilitates PB assembly. In summary, our work indicates that PB assembly may be preferentially nucleated by specific RNA \"scaffolds\", which may be a common theme in RNP granule assembly. Furthermore, this is the first description in yeast to our knowledge of a cis-translated protein interacting with another protein in the 3UTR of the mRNA which encoded it, which in turn has functional consequences for assembly of cellular structures.

cell biology↗

bioRxiv2019

Endothelial-derived exosomes demonstrate a link between endothelial innate inflammation and brain dysfunction and injury in aging

We test the hypothesis that endothelial cells take on an inflammatory phenotype in functionally intact human subjects with radiographic evidence of white matter injury. Markers within all three complement effector pathways and regulatory proteins were quantified from endothelial-derived exosomes (EDE) of subjects (age 70-82) with (n=11) and without (n=16) evidence of white matter hyperintensity on MRI. Group differences and associations with systemic markers of immune activation (IL6, ICAM1), cognition and neuroimaging were calculated via regression modelling.\n\nEDE complement factors within the alternative and classical pathways were found to be higher and regulatory proteins lower in subjects with WMH. EDE levels of several factors demonstrated significant associations with cognitive slowing and systolic blood pressure. The inhibitor of the membrane attack complex, CD46, showed a significant positive association with cerebral grey matter volume. Systemic inflammatory markers, IL6 and ICAM1, were positively associated with EDE levels of several factors.\n\nThese findings provide the first in vivo evidence of the association of endothelial cell inflammation with white matter injury, cognition, and brain degeneration in functionally normal older individuals, and form the basis for future biomarker development in early or preclinical stages of vascular cognitive impairment and dementia.

neuroscience↗