Biology subjects

Aguilar, R.

Publications and source records attributed to Aguilar, R..

17 recordsLinked to original sources

bioRxiv2026

Deletion of the MALAT1 RNA 3' end Promotes Transcript Decay, TALAM1 downregulation, and Inhibits Proliferation in Gastric and Breast Cancer Cells

The long non-coding RNA MALAT1 is a conserved oncogenic driver whose function relies on a 3 triple-helix motif. While its biochemistry is well-characterized in vitro, the endogenous requirement for this motif in regulating the stability of the transcript and other genes residing in its locus remains unclear. In this study, we employed a dual-sgRNA CRISPR-Cas9 approach to systematically excise triple-helix-forming sequences from the native MALAT1 locus in gastric (AGS) and breast (MCF7) cancer cells. Our findings demonstrate that the 3 end strongly contributes to MALAT1 stability. Perturbations ranging from genomic deletions to a single-base changes trigger transcript collapse and rapid exonucleolytic decay, while the biogenesis of the small RNA mascRNA (a byproduct of MALAT1, also involved in cancer) remains decoupled and unaffected. In cellulo, DMS probing reveals that edited transcripts retain structural complexity in the 3 region. Phenotypically, structural disruption of the 3 end significantly impairs proliferation of both cancer cellular models. These results identify the 3 triple-helix as a determinant of MALAT1 stability and provide endogenous validation for its role in the analyzed AGS and MCF7 cells.

molecular biology↗

bioRxiv2026

Severe malarial anaemia is associated with parasite enrichment and host alterations in the bone marrow

BackgroundMalaria poses a significant global health challenge, with over 200 million infections and around 500,000 deaths annually, predominantly affecting children under 5 in sub-Saharan Africa. Severe malarial anaemia (SMA), a major contributor to morbidity and mortality in this demographic, results from various factors including red blood cell destruction and immune-mediated clearance. The role of these mechanisms in SMA differs based on age and infection history. Recent studies indicate increased accumulation of P. falciparum in the bone marrow and spleen, highlighting the need for understanding localized host-parasite interactions. MethodsThis study examines the bone marrow response to malarial infection in young children with SMA or mild malarial malaria in Mozambique, contrasting it with responses observed in peripheral blood in the two cohorts. Results and conclusionsThe study demonstrated that SMA is associated with increased red blood cell production, iron metabolism and tissue injury, as well as higher total parasite biomass including peripheral and bone marrow parasitaemia. We also demonstrate that direct analysis of bone marrow aspirates provides far more resolution in stratifying host signatures and drivers of malarial anaemia across a spectrum of severity than systemic measures from blood samples.

microbiology↗

bioRxiv2026

Different modes of engagement with the nucleosome acidic patch yield distinct functional outcomes

The nucleosome acidic patch is a hub of coordinated engagement by proteins that regulate genomic function. Here we report that S. cerevisiae Dot5 contains an arginine-rich HMGN-like motif that mediates nucleosome acidic patch binding and is required for the cell growth, DNA repair and heterochromatin defects exhibited when the protein is overexpressed. The heterologous expression of camelid single chain antibodies to the nucleosome acidic patch confers a similar range of phenotypes, with the most severe observed when an arginine-anchor mode of binding analogous to many endogenous factors is employed. This highlights a delicate balance between nucleosome acidic patch interactors critical for normal cellular functions and dysregulated in disease.

molecular biology↗

bioRxiv2025

Increased MALAT1 Levels in Thyroid Cancer are Linked to Metabolic Reprogramming and Lymphatic Infiltration in Chilean population

Metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) is a long non-coding RNA (lncRNA) implicated in cancer progression. In thyroid cancer, MALAT1 has been proposed as a potential biomarker, but its role in disease progression remains incompletely understood. Here, we analyzed MALAT1 RNA levels in paired tumoral and adjacent non-tumoral thyroid samples from a Chilean patient cohort. We found a positive correlation of MALAT1 levels with lymphatic infiltration that was not replicated when modeling MALAT1 expression in a larger cohort obtained from the TCGA-THCA database. An exploratory RNA-seq comparison of one matched tumor-adjacent tissue pair confirmed higher tumor abundance of MALAT1 and the epithelial-to-mesenchymal transition-marker VIM, together with lower abundance of cell-adhesion gene PCDH10. To investigate the impact of MALAT1 on thyroid cancer and cellular metabolism, we targeted MALAT1 in the papillary thyroid cancer cell line TPC1. MALAT1 knock-down reduced proliferation and migration while enhancing mitochondrial respiration with no changes in glycolysis. Notably, although MALAT1 was not localized within mitochondria, its silencing modulated the expression of transcripts associated with mitochondrial dynamics and mitophagy. Consistent with these results, transcriptomic correlation analysis in the TCGA-THCA cohort showed that MALAT1 expression was largely uncoupled from oxidative phosphorylation and glycolysis gene programs, while negatively correlating with core regulators of mitophagy and mitochondrial dynamics, pointing to a link with mitochondrial quality control rather than direct bioenergetic reprogramming. Our findings highlight MALAT1 as a contributor to thyroid cancer aggressiveness and reveal a link between MALAT1 and mitochondrial quality control independent of direct mitochondrial localization. Besides, our results support a tissue-specific mechanism and population-specific role of MALAT1 in cancer biology.

cancer biology↗

bioRxiv2025

Minimal impact of ivermectin on immune response and transcriptional profiles in naïve adults with mild COVID-19

Ivermectin (IVM), an antiparasitic drug, was repurposed to treat COVID-19 based on its in vitro antiviral effects. However, it was abandoned after multiple clinical trials reported a lack of efficacy. Immunomodulatory effects have been proposed but remain unclear, yet they may be relevant given IVM use for other infections. We assessed the IVM immunomodulatory effect in 24 participants from a clinical trial evaluating its potential to reduce COVID-19 transmission in mild cases within 48 hours of symptoms onset. The IVM-treated patients showed non-significant lower viral loads, and a significantly shorter duration of hyposmia/anosmia. We measured IgG, IgA, and IgM against five SARS-CoV-2 antigens, and 30 cytokines by Luminex, alongside whole blood RNA sequencing, pan-leukocyte immunophenotyping, and SARS-CoV-2-specific T cell analysis by flow cytometry from day 1 to day 28 post-treatment. All antibody responses increased from day 4, while 13 cytokines significantly decreased over time (adjusted p<0.05). IVM-treated patients had only significantly higher anti-nucleocapsid IgG levels at day 4 (adjusted p=0.041) and 7 (adjusted p=0.045) compared to placebo. SARS-CoV-2-specific CD4+ and CD8+ T cells increased over time, with significantly higher effector memory CD4+ T cells at day 7 compared to day 1 (p=0.027) and the only difference between groups was lower frequencies of spike-specific naive CD4+ T cells at day 7 in IVM-treated participants (0.006% vs 0.036% p=0.02). Transcriptomic data showed downregulation of innate and antiviral blood transcriptional modules (BTMs) over time, with an increase in adaptive immune related BTMs. While no differential gene expression was detected, the IVM-treated had upregulated innate and downregulated T cell and cell cycle BTMs compared to placebo. Overall, our comprehensive longitudinal analysis of early immune responses in mild COVID-19 revealed no robust immunological effects of IVM, consistent with clinical trials results and suggesting a lack of efficacy of IVM in COVID-19 treatment. AUTHOR SUMMARYIvermectin (IVM), an antiparasitic drug, was tested in clinical trials as a potential treatment for COVID-19 due to its in vitro antiviral properties and hypothetical immunomodulatory effects. In this study, we explored the immunomodulatory effects of IVM in a clinical trial involving 24 mild COVID-19 patients who received IVM within 48 hours of symptoms onset. The IVM group showed a trend towards lower viral loads post-treatment, and a significantly shorter duration of hyposmia/anosmia. We comprehensively analyzed immune responses by measuring antibody levels, cytokine profiles, immune cell subsets and whole blood gene expression over 28 days. The IVM group only had increased levels of IgG against the SARS-CoV-2 nucleocapsid compared to the control group. IVM did not affect the kinetics of SARS-CoV-2 T cells, despite a slight decrease in naive CD4+ T cells. Additionally, gene expression analysis showed a decrease in innate and antiviral responses and an increase of adaptive responses over time that were slightly stronger in the placebo compared to the IVM group. In conclusion, despite some differences in IVM treated participants, our detailed analyses do not support significant immunomodulatory effects that could benefit disease progression.

immunology↗

bioRxiv2025

Comprehensive cellular analysis with single-nucleus RNA-seq of archived PAXgene whole blood samples

No method has been developed for single-cell analysis of the large repositories of preserved whole blood samples stored in PAXgene Blood RNA tubes. To address this gap, two nuclei isolation techniques for single-nucleus RNA sequencing were evaluated: mechanical separation (MS), using an Acrodisc filter, and cell lysis (CL). While both methods captured nuclei from all major immune cell types, CL resulted in up to two orders of magnitude higher nuclei yields and less biased proportions of immune cells than MS. High ambient globin gene counts following CL were substantially reduced by CRISPR-guided globin gene depletion of complementary DNA, resulting in more sensitive and efficient gene detection per cell. Despite capturing only nuclear transcripts, CL-derived samples maintained similar cell-type proportions and gene expression as matched peripheral blood mononuclear cell samples, while retaining granulocytes. The CL isolation with globin depletion method enables comprehensive analysis of PAXgene whole blood samples at single-cell resolution. MOTIVATIONPAXgene Blood RNA Tubes are commonly used for blood preservation and gene expression studies due to the ease of use and stabilization of RNA. To date, transcriptomic studies using PAXgene tubes have been limited to bulk RNA profiling approaches such as RNA sequencing (RNA-seq). Here we introduce a method for recovering high-quality nuclei from frozen blood preserved in PAXgene tubes for single-nucleus RNA-seq (snRNA-seq). Using this approach, all white blood cell types - including granulocytes - are captured, thereby enabling comprehensive transcriptomic profiling of peripheral blood at single-cell resolution.

genomics↗

bioRxiv2024

Clonal dynamics and somatic evolution of haematopoiesis in mouse

Haematopoietic stem cells maintain blood production throughout life. While extensively characterised using the laboratory mouse, little is known about how the population is sustained and evolves with age. We isolated stem cells and progenitors from young and old mice, identifying 221,890 somatic mutations genome-wide in 1845 single cell-derived colonies, and used phylogenetic analysis to infer the ontogeny and population dynamics of the stem cell pool. Mouse stem cells and progenitors accrue [~]45 somatic mutations per year, a rate only about 2-fold greater than human progenitors despite the vastly different organismal sizes and lifespans. Phylogenetic patterns reveal that stem and multipotent progenitor cell pools are both established during embryogenesis, after which they independently self-renew in parallel over life. The stem cell pool grows steadily over the mouse lifespan to approximately 70,000 cells, self-renewing about every six weeks. Aged mice did not display the profound loss of stem cell clonal diversity characteristic of human haematopoietic ageing. However, targeted sequencing revealed small, expanded clones in the context of murine ageing, which were larger and more numerous following haematological perturbations and exhibited a selection landscape similar to humans. Our data illustrate both conserved features of population dynamics of blood and distinct patterns of age-associated somatic evolution in the short-lived mouse.

genomics↗

bioRxiv2024

A double hit affecting the IKZF1-IKZF2 tandem in immune cells of schizophrenic patients regulate specific symptoms

Schizophrenia is a complex multifactorial disorder and increasing evidence suggests the involvement of immune dysregulations in its pathogenesis. We observed that IKZF1 and IKZF2, classic immune-related transcription factors (TFs), were both downregulated in patients peripheral blood mononuclear cells (PBMCs) but not in their brain. We generated a new mutant mouse model with a reduction in Ikzf1 and Ikzf2 to study the impact of those changes. Such mice developed deficits in the three dimensions (positive-negative-cognitive) of schizophrenic-like phenotypes associated with alterations in structural synaptic plasticity. We then studied the secretomes of cultured PBMCs obtained from human patients and identified potentially secreted molecules, which depended on IKZF1 and IKZF2 levels, and that in turn have an impact on neural synchrony, structural synaptic plasticity and schizophrenic-like symptoms in in vivo and in vitro models. Our results point out that IKZF1-IKZF2-dependent immune signals negatively impact on essential neural circuits involved in schizophrenia.

neuroscience↗

bioRxiv2024

Sodium/Potassium ATPase Alpha 1 Subunit Fine-tunes Platelet GPCR Signaling Function and is Essential for Thrombosis

BackgroundThrombosis is a major cause of myocardial infarction and ischemic stroke. The sodium/potassium ATPase (NKA), comprising and {beta} subunits, is crucial in maintaining intracellular sodium and potassium gradients. However, the role of NKA in platelet function and thrombosis remains unclear. MethodsWe utilized wild-type (WT, 1+/+) and NKA 1 heterozygous (1+/-) mice, aged 8 to 16 weeks, of both sexes. An intravital microscopy-based, FeCl3-induced carotid artery injury thrombosis model was employed for in vivo thrombosis assessment. Platelet transfusion assays were used to evaluate platelet NKA 1 function on thrombosis. Human platelets isolated from healthy donors and heart failure patients treated with/without digoxin were used for platelet function and signaling assay. Complementary molecular approaches were used for mechanistic studies. ResultsNKA 1 haplodeficiency significantly reduced its expression on platelets without affecting sodium homeostasis. It significantly inhibited 7.5% FeCl3-induced thrombosis in male but not female mice without disturbing hemostasis. Transfusion of 1+/-, but not 1+/+, platelets to thrombocytopenic WT mice substantially prolonged thrombosis. Treating WT mice with low-dose ouabain or marinobufagenin, both binding NKA 1 and inhibiting its ion-transporting function, markedly inhibited thrombosis in vivo. NKA 1 formed complexes with leucine-glycine-leucine (LGL)-containing platelet receptors, including P2Y12, PAR4, and thromboxane A2 receptor. This binding was significantly attenuated by LGL>SFT mutation or LGL peptide. Haplodeficiency of NKA 1 in mice or ouabain treatment of human platelets notably inhibited ADP-induced platelet aggregation. While not affecting 10% FeCl3-induced thrombosis, NKA 1 haplodeficiency significantly prolonged thrombosis time in mice treated with an ineffective dose of clopidogrel. ConclusionNKA 1 plays an essential role in enhancing platelet activation through binding to LGL-containing platelet GPCRs. NKA 1 haplodeficiency or inhibition with low-dose ouabain and marinobufagenin significantly inhibited thrombosis and sensitized clopidogrels anti-thrombotic effect. Targeting NKA 1 emerges as a promising antiplatelet and antithrombotic therapeutic strategy.

cell biology↗

bioRxiv2024

Plasmodium falciparum disruption of pericyte angiopoietin-1 secretion contributes to barrier breakdown in a 3D brain microvessel model

Disruption of the vascular protective angiopoietin-Tie axis is common in cerebral malaria (CM) patients, who display elevated angiopoietin-2 (Ang-2) and reduced angiopoietin-1 (Ang-1) blood concentrations. The role of pericytes in CM pathogenesis remains unexplored, despite being a major source of brain Ang-1 secretion and evidence of pericyte damage observed in CM postmortem samples. Here we engineered a human 3D microfluidics-based brain microvessel model containing the minimal cellular components to replicate the angiopoietin-Tie axis, human primary brain microvascular endothelial cells and pericytes. This model replicated pericyte vessel coverage and ultrastructural interactions present in the brain microvasculature. When exposed to P. falciparum-iRBC egress products, 3D brain microvessels presented decreased Ang-1 secretion, increased vascular permeability, and minor ultrastructural changes in pericyte morphology. Notably, P. falciparum-mediated barrier disruption was partially reversed after pre-treatment with recombinant Ang-1 and the Tie-2 activator, AKB-9778. Our approach suggests a novel mechanistic role of pericytes in CM pathogenesis and highlights the potential of therapeutics that target the angiopoietin-Tie axis to rapidly counteract vascular dysfunction caused by P. falciparum. The paper explainedO_ST_ABSProblemC_ST_ABSCerebral malaria (CM) is a severe complication of Plasmodium falciparum infection, resulting in the majority of [~]600000 malarial deaths annually. Despite anti-malarial drug administration upon hospitalization, fatality rates still range from 15-25% and many survivors suffer long term neurological disabilities. A common dysregulated vascular pathway identified in CM patients is the angiopoietin-Tie axis. Treatments that restore this vascular homeostatic pathway appear as a potential avenue for adjunctive therapies in experimental rodent CM models. Nevertheless, the use of rodent CM models for therapeutic discovery is not ideal, given that P. falciparum pathogenesis is species-specific. Therefore, the development of novel and advanced human 3D microvascular models offers new avenues to study disease pathogenesis and explore potential adjunctive CM treatments. ResultsIn this study, we generate a 3D human brain microvasculature model that reproduces in vivo interactions between two key cell types necessary to reproduce the protective angiopoietin-Tie axis: human brain endothelial cells and pericytes. Addition of P. falciparum-infected red blood cell (iRBC) egress products causes vascular disruption and hampers the release of the vascular protective factor, angiopoietin-1, from brain pericytes. 18-hour pre-treatment of Ang-1 for 18h prevents iRBC egress product-induced vascular disruption. A short pre-treatment of the microvessels with AKB-9778, a downstream pharmaceutical inducer of angiopoietin-Tie axis activity currently in phase II clinical trial for diabetic retinopathy, partially restores vascular integrity. Our study highlights the role of pericytes in CM and the therapeutic potential of interventions that restore the angiopoietin-Tie2 axis as adjunctive CM treatments. ImpactOur study demonstrates the potential of bioengineered vascular models to recapitulate dysregulated pathways previously characterized in malaria patients, and in providing a physiologically-relevant platform to test adjunctive therapies. The use of the 3D brain microvascular model has enhanced our understanding of the mechanisms behind CM pathogenesis, uncovering a previously unappreciated effect of P. falciparum on brain pericytes, linking angiopoietin-Tie axis dysregulation and microvasculature disruption. These findings pave the way for the identification of novel, fast-acting therapeutics, such as AKB-9778, to restore vascular integrity in CM patients.

microbiology↗

bioRxiv2023

Tigerfish designs oligonucleotide-based in situ hybridization probes targeting intervals of highly repetitive DNA at the scale of genomes

Fluorescent in situ hybridization (FISH) is a powerful method for the targeted visualization of nucleic acids in their native contexts. Recent technological advances have leveraged computationally designed oligonucleotide (oligo) probes to interrogate >100 distinct targets in the same sample, pushing the boundaries of FISH-based assays. However, even in the most highly multiplexed experiments, repetitive DNA regions are typically not included as targets, as the computational design of specific probes against such regions presents significant technical challenges. Consequently, many open questions remain about the organization and function of highly repetitive sequences. Here, we introduce Tigerfish, a software tool for the genome-scale design of oligo probes against repetitive DNA intervals. We showcase Tigerfish by designing a panel of 24 interval-specific repeat probes specific to each of the 24 human chromosomes and imaging this panel on metaphase spreads and in interphase nuclei. Tigerfish extends the powerful toolkit of oligo-based FISH to highly repetitive DNA.

genomics↗

bioRxiv2021

Plasmodium falciparum and helminth coinfections increase IgE and parasite-specific IgG responses

Coinfection with Plasmodium falciparum and helminths may impact the immune response to these parasites since they induce different immune profiles. We studied the effects of coinfections on the antibody profile in a cohort of 715 Mozambican children and adults using the Luminex technology with a panel of 16 antigens from P. falciparum and 11 antigens from helminths (Ascaris lumbricoides, hookworm, Trichuris trichiura, Strongyloides stercoralis and Schistosoma spp.) and measured antigen-specific IgG and total IgE responses. We compared the antibody profile between groups defined by P. falciparum and helminth previous exposure (based on serology) and/or current infection (determined by microscopy and/or qPCR). In multivariable regression models adjusted by demographic, socioeconomic, water and sanitation variables, individuals exposed/infected with P. falciparum and helminths had significantly higher total IgE and antigen-specific IgG levels, magnitude (sum of all levels) and breadth of response to both types of parasites compared to individuals exposed/infected with only one type of parasite (p[≤] 0.05). There was a positive association between exposure/infection to P. falciparum and exposure/infection to helminths or the number of helminth species, and vice versa (p[≤] 0.001). In addition, children coexposed/coinfected tended (p= 0.062) to have higher P. falciparum parasitemia than those single exposed/infected. Our results suggest that an increase in the antibody responses in coexposed/coinfected individuals may reflect higher exposure and be due to a more permissive immune environment to infection in the host. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=117 SRC="FIGDIR/small/445753v1_ufig1.gif" ALT="Figure 1"> View larger version (26K): org.highwire.dtl.DTLVardef@a1dc3corg.highwire.dtl.DTLVardef@82128corg.highwire.dtl.DTLVardef@18fcd98org.highwire.dtl.DTLVardef@2d5bb_HPS_FORMAT_FIGEXP M_FIG C_FIG

immunology↗

bioRxiv2021

Antibody Conversion rates to SARS-CoV-2 in Saliva from Children Attending Summer Schools in Barcelona, Spain

Surveillance tools to estimate infection rates in young populations are essential to guide recommendations for school reopening and management during viral epidemics. Ideally, field-deployable non-invasive, sensitive techniques are required to detect low viral load exposures among asymptomatic children. We determined SARS-CoV-2 antibody conversion by high-throughput Luminex assays in saliva samples collected weekly in 1,509 children and 396 adults in 22 Summer schools and 2 pre-schools in 27 venues in Barcelona, Spain, from June 29th to July 31st 2020, between the first and second COVID-19 pandemic waves. Saliva antibody conversion defined as [≥]4-fold increase in IgM, IgA and/or IgG levels to SARS-CoV-2 antigens between two visits over a 5-week period was 3.22% (49/1518), or 2.36% if accounting for potentially cross-reactive antibodies, six times higher than the cumulative infection rate (0.53%) by weekly saliva RT-PCR screening. IgG conversion was higher in adults (2.94%, 11/374) than children (1.31%, 15/1144) (p=0.035), IgG and IgA levels moderately increased with age, and antibodies were higher in females. Most antibody converters increased both IgG and IgA antibodies but some augmented either IgG or IgA, with a faster decay over time for IgA than IgG. Nucleocapsid rather than spike was the main antigen target. Anti-spike antibodies were significantly higher in individuals not reporting symptoms than symptomatic individuals, suggesting a protective role against COVID-19. To conclude, saliva antibody profiling including three isotypes and multiplexing antigens is a useful and more user-friendly tool for screening pediatric populations to determine SARS-CoV-2 exposure and guide public health policies during pandemics.

immunology↗

bioRxiv2020

Reduced placental transfer of antibodies against microbial and vaccine antigens in HIV-infected women in Mozambique

Antibody transplacental transfer is essential for conferring protection in newborns against infectious diseases. This transfer may be affected by gestational age and maternal infections, although the effects are not consistent across studies. We measured total IgG and IgG subclasses by quantitative suspension array technology against fourteen pathogens and vaccine antigens, including target of maternal immunization, in 341 delivering HIV- and HIV+ mother-infant pairs from southern Mozambique. Maternal antibody levels were the main determinant of cord antibody levels. HIV broadly reduced the placental transfer and cord levels of IgG and IgG1, but also IgG2 to half of the antigens. Plasmodium falciparum exposure and prematurity were negatively associated with cord antibody levels and placental transfer but this was antigen-subclass dependent. These findings suggest maternal infections may impact the efficacy of maternal immunization and confirm the lower transfer of antibodies as one of the causes underlying increased susceptibility to infections in HIV-exposed infants.

immunology↗

bioRxiv2020

Highly sensitive and specific multiplex antibody assays to quantify immunoglobulins M, A and G against SARS-CoV-2 antigens

Reliable serological tests are required to determine the prevalence of antibodies against SARS-CoV-2 antigens and to characterise immunity to the disease in order to address key knowledge gaps in the context of the COVID-19 pandemic. Quantitative suspension array technology (qSAT) assays based on the xMAP Luminex platform overcome the limitations of rapid diagnostic tests and ELISA with their higher precision, dynamic range, throughput, miniaturization, cost-efficacy and multiplexing capacity. We developed three qSAT assays to detect IgM, IgA and IgG to a panel of eight SARS-CoV-2 antigens including spike (S), nucleoprotein (N) and membrane (M) protein constructs. The assays were optimized to minimize processing time and maximize signal to noise ratio. We evaluated the performance of the assays using 128 plasmas obtained before the COVID-19 pandemic (negative controls) and 115 plasmas from individuals with SARS-CoV-2 diagnosis (positive controls), of whom 8 were asymptomatic, 58 had mild symptoms and 49 were hospitalized. Pre-existing IgG antibodies recognizing N, M and S2 proteins were detected in negative controls suggestive of cross-reactive to common cold coronaviruses. The best performing antibody isotype/antigen signatures had specificities of 100% and sensitivities of 94.94% at [≥]14 days since the onset of symptoms and 96.08% at [≥]21 days since the onset of symptoms, with AUC of 0.992 and 0.999, respectively. Combining multiple antibody markers as assessed by qSAT assays has the highest efficiency, breadth and versatility to accurately detect low-level antibody responses for obtaining reliable data on prevalence of exposure to novel pathogens in a population. Our assays will allow gaining insights into antibody correlates of immunity required for vaccine development to combat pandemics like the COVID-19.

immunology↗

bioRxiv2020

High throughput micro-CT scanning of small fossils: preparation, packing, parameters and post-processing

High-resolution X-ray microcomputed tomography, or microCT (CT), enables the digital imaging of whole objects in three dimensions. The power of CT to visualise internal features without disarticulation makes it particularly valuable for the study of museum collections, which house millions of physical specimens documenting the spatio-temporal patterns of life. Despite its potential for comparative analyses, most CT studies include limited numbers of museum specimens, due to the challenges of digitising numerous individuals within a project scope. Here we describe a method for high-throughput CT scanning of hundreds of small (< 2 cm) specimens in a single container, followed by individual labelling and archival storage. We also explore the effects of various packing materials and multiple specimens per capsule to minimize sample movement that can degrade image quality, and hence CT investment. We demonstrate this protocol on vertebrate fossils from Queensland Museum, Australia, as part of an effort to track community responses to climate change over evolutionary time. This system can be easily modified for other types of wet and dry material amenable to X-ray attenuation, including geological, botanical and zoological samples, providing greater access to large-scale phenotypic data and adding value to global collections.

evolutionary biology↗

bioRxiv2019

Selection against archaic DNA in human regulatory regions

Traces of archaic hominin DNA persist in the human gene pool, but are systematically depleted around genes and other functionally important genomic regions. This suggests that many Neandertal and Denisovan alleles had harmful effects on hybrid fitness. We hypothesized that if some harmful effects were mediated by gene dysregulation in specific tissues, alleles previously flagged as archaic using a conditional random field (CRF) should be depleted from those tissues regulatory enhancers compared to "control" alleles matched for allele frequency and the strength of background selection. By this metric, both Neandertal and Denisovan variation appear depleted from enhancers, particularly enhancers that show pleiotropic activity across tissues. This depletion is driven by young archaic SNPs that the CRF confidently identifies as private to Neandertals or Denisovans; older variants that were likely present in both archaic species are not depleted from enhancers. We found that enhancer pleiotropy is not only a predictor of archaic SNP depletion, but also a predictor of intolerance to new mutations as measured by both phastCons scores and the frequency spectrum of African variation. In other respects, however, the landscape of selection against young archaic alleles appears qualitatively different from the landscape of ordinary purifying selection, suggesting that archaic alleles had a different distribution of fitness effects from ordinary new mutations. Most strikingly, fetal brain and muscle are the tissues most depleted of young archaic variation in their regulatory regions, but only brain enhancers appear commensurately intolerant to new mutations. In contrast, fetal muscle enhancers show no evidence of elevated purifying selection relative to other enhancers. This suggests that epistatic incompatibility between human and archaic alleles is needed to explain the degree of archaic variant depletion from fetal muscle enhancers, perhaps due to divergent selection for higher muscle mass in archaic hominins compared to humans.

evolutionary biology↗