Canonical and noncanonical inflammasomes in intestinal epithelial cells

Inflammasomes are cytosolic, multimeric protein complexes capable of activating pro‐inflammatory cytokines such as IL‐1β and IL‐18, which play a key role in host defence. Inflammasome components are highly expressed in the intestinal epithelium. In recent years, studies have begun to demonstrate that epithelial‐intrinsic inflammasomes play a critical role in regulating epithelial homeostasis, both by defending the epithelium from pathogenic insult and through the regulation of the mucosal environment. However, the majority of research regarding inflammasome activation has focused on professional immune cells, such as macrophages. Here, we present an overview of the current understanding of inflammasome function in epithelial cells and at mucosal surfaces and, in particular, in the intestine.     

Invasion genetics from eDNA and thousands of larvae: A targeted metabarcoding assay that distinguishes species and population variation of zebra and quagga mussels

Identifying species and population genetic compositions of biological invasions at early life stages and/or from environmental (e)DNA using targeted high‐throughput sequencing (HTS) metabarcode assays offers powerful and cost‐effective means for early detection, analysis of spread patterns, and evaluating population changes. The present study develops, tests, and applies this method with a targeted sequence assay designed to simultaneously identify and distinguish between the closely related invasive Eurasian zebra and quagga mussels (Dreissena polymorpha and D. rostriformis) and their relatives and discern their respective population genetic patterns. Invasions of these dreissenid mussel species have markedly changed freshwater ecosystems throughout North America and Europe, exerting severe ecological and economic damage. Their planktonic early life stages (eggs and larvae) are morphologically indistinguishable, yet each species exerts differential ecological effects, with the quagga often outcompeting the zebra mussel as adults. Our targeted assay analyzes genetic variation from a diagnostic sequence region of the mitochondrial (mt)DNA cytochrome oxidase I (COI) gene, to assess temporal and spatial inter‐ and intra‐specific genetic variability. The assay facilitates analysis of environmental (e)DNA from water, early life stages from thousands of individuals, and simultaneous analysis of 50–100 tagged field‐collected samples. Experiments evaluated its accuracy and performance using: (a) mock laboratory communities containing known DNA quantities per taxon, (b) aquaria with mixed‐species/haplotype compositions of adults, and (c) field‐collected water and plankton versus traditional sampling of adult communities. Results delineated species compositions, relative abundances, and population‐level diversity differences among ecosystems, habitats, time series, and life stages from two allopatric concurrent invasions in the Great Lakes (Lake Erie) and the Hudson River, which had separate founding histories. Findings demonstrate application of this targeted assay and our approach to accurately and simultaneously discern species‐ and population‐level differences across spatial and temporal scales, facilitating early detection and ecological understanding of biological invasions.     

The appendage role of insect disco genes and possible implications on the evolution of the maggot larval form

Though initially identified as necessary for neural migration, Disconnected and its partially redundant paralog, Disco-related, are required for proper head segment identity during Drosophila embryogenesis. Here, we present evidence that these genes are also required for proper ventral appendage development during development of the adult fly, where they specify medial to distal appendage development. Cells lacking the disco genes cannot contribute to the medial and distal portions of ventral appendages. Further, ectopic disco transforms dorsal appendages toward ventral fates; in wing discs, the medial and distal leg development pathways are activated. Interestingly, this appendage role is conserved in the red flour beetle, Tribolium (where legs develop during embryogenesis), yet in the beetle we found no evidence for a head segmentation role. The lack of an embryonic head specification role in Tribolium could be interpreted as a loss of the head segmentation function in Tribolium or gain of this function during evolution of flies. However, we suggest an alternative explanation. We propose that the disco genes always function as appendage factors, but their appendage nature is masked during Drosophila embryogenesis due to the reduction of limb fields in the maggot style Drosophila larva.     

Substitutions at methionine 295 of Archaeoglobus fulgidus ribulose-1,5-bisphosphate carboxylase/oxygenase affect oxygen binding and CO2/O2 specificity

Archaeoglobus fulgidus RbcL2, a form III ribulose-1,5-bisphosphate carboxylase/oxygenase (Rubisco), exhibits unique properties not found in other well studied form I and II Rubiscos, such as optimal activity from 83 to 93 degrees C and an extremely high kcat value (23 s-1). More interestingly, this protein is unusual in that exposure or assay in the presence of oxygen and high levels of CO2 resulted in substantial loss (85-90%) of activity compared with assays performed under strictly anaerobic conditions. Kinetic studies indicated that A. fulgidus RbcL2 possesses an unusually high affinity for oxygen (Ki=5 microM); O2 is a competitive inhibitor with respect to CO2, yet the high affinity for O2 presumably accounts for the inability of high levels of CO2 to prevent inhibition. Comparative bioinformatic analyses of available archaeal Rubisco sequences were conducted to provide clues as to why the RbcL2 protein might possess such a high affinity for oxygen. These analyses suggested the potential importance of several unique residues, as did additional analyses within the context of available form I-III Rubisco structures. One residue unique to archaeal proteins (Met-295) was of particular interest because of its proximity to known active-site residues. Recombinant M295D A. fulgidus Rubisco was less sensitive to oxygen compared with the wild-type enzyme. This residue, along with other potential changes in conserved residues of form III Rubiscos, may provide an understanding as to how Rubisco may have evolved to function in the presence of air.     

Controlling the inhibition of the sarcoplasmic Ca2+-ATPase by tuning phospholamban structural dynamics

Cardiac contraction and relaxation are regulated by conformational transitions of protein complexes that are responsible for calcium trafficking through cell membranes. Central to the muscle relaxation phase is a dynamic membrane protein complex formed by Ca2+-ATPase (SERCA) and phospholamban (PLN), which in humans is responsible for approximately 70% of the calcium re-uptake in the sarcoplasmic reticulum. Dysfunction in this regulatory mechanism causes severe pathophysiologies. In this report, we used a combination of nuclear magnetic resonance, electron paramagnetic resonance, and coupled enzyme assays to investigate how single mutations at position 21 of PLN affects its structural dynamics and, in turn, its interaction with SERCA. We found that it is possible to control the activity of SERCA by tuning PLN structural dynamics. Both increased rigidity and mobility of the PLN backbone cause a reduction of SERCA inhibition, affecting calcium transport. Although the more rigid, loss-of-function (LOF) mutants have lower binding affinities for SERCA, the more dynamic LOF mutants have binding affinities similar to that of PLN. Here, we demonstrate that it is possible to harness this knowledge to design new LOF mutants with activity similar to S16E (a mutant already used in gene therapy) for possible application in recombinant gene therapy. As proof of concept, we show a new mutant of PLN, P21G, with improved LOF characteristics in vitro.     

Large-scale evaluation of candidate genes identifies associations between VEGF polymorphisms and bladder cancer risk

Common genetic variation could alter the risk for developing bladder cancer. We conducted a large-scale evaluation of single nucleotide polymorphisms (SNPs) in candidate genes for cancer to identify common variants that influence bladder cancer risk. An Illumina GoldenGate assay was used to genotype 1,433 SNPs within or near 386 genes in 1,086 cases and 1,033 controls in Spain. The most significant finding was in the 5′ UTR of VEGF (rs25648, p for likelihood ratio test, 2 degrees of freedom = 1 × 10⁻⁵). To further investigate the region, we analyzed 29 additional SNPs in VEGF, selected to saturate the promoter and 5′ UTR and to tag common genetic variation in this gene. Three additional SNPs in the promoter region (rs833052, rs1109324, and rs1547651) were associated with increased risk for bladder cancer: odds ratio (95% confidence interval): 2.52 (1.06–5.97), 2.74 (1.26–5.98), and 3.02 (1.36–6.63), respectively; and a polymorphism in intron 2 (rs3024994) was associated with reduced risk: 0.65 (0.46–0.91). Two of the promoter SNPs and the intron 2 SNP showed linkage disequilibrium with rs25648. Haplotype analyses revealed three blocks of linkage disequilibrium with significant associations for two blocks including the promoter and 5′ UTR (global p = 0.02 and 0.009, respectively). These findings are biologically plausible since VEGF is critical in angiogenesis, which is important for tumor growth, its elevated expression in bladder tumors correlates with tumor progression, and specific 5′ UTR haplotypes have been shown to influence promoter activity. Associations between bladder cancer risk and other genes in this report were not robust based on false discovery rate calculations. In conclusion, this large-scale evaluation of candidate cancer genes has identified common genetic variants in the regulatory regions of VEGF that could be associated with bladder cancer risk.     

Effects of Buprenorphine Treatment on Influenza Pathogenesis in the Ferret (Mustela putorius furo)

Ferrets are the gold-standard model for influenza A virus (IAV) research due to their natural susceptibility to human and zoonotic IAV, comparable respiratory anatomy and physiology to humans, and development of clinical signs similar to those seen in infected people. Because the presence and progression of clinical signs can be useful in infectious disease research, uncertainty in how analgesics alter research outcomes or compromise characteristics of disease progression have outweighed the concern regarding animal discomfort from these symptoms. Nonetheless, the principles of animal research require consideration of refinements for this important model for IAV research. Opioids offer a possible refinement option that would not directly affect the inflammatory cascade involved in IAV infection. Mirroring pathogenicity studies that use ferrets, 12 ferrets were inoculated intranasally with the A(H3N2) IAV A/Panama/2007/1999 and divided into 3 treatment groups (n = 4 each), of which 2 groups received buprenorphine treatments on different schedules and the third received a saline control. The duration and location of viral replication, lymphohematopoietic changes, and clinical signs were comparable across all groups at all time points. High quantities of infectious virus in nasal wash specimens were detected in ferrets from all groups through day 5 after inoculation, and peak viral titers from the upper respiratory tract did not differ between ferrets receiving buprenorphine treatments on either schedule. Compared with the saline group, ferrets receiving buprenorphine exhibited transient weight loss and pyrexia, but all groups ultimately achieved similar peaks in both of these measurements. Collectively, these findings support the continued evaluation of buprenorphine as a refinement for IAV-challenged ferrets.

Despite decades of international research and the availability of public health countermeasures, including vaccines and antivirals, influenza viruses remain a persistent threat to human and animal health.^26,35 Influenza A viruses (IAV) exhibit a diverse range of virulence, exist in several host reservoirs, and can show rapid rates of antigenic change.²⁶ As a result, IAV are associated with both seasonal epidemics and occasional pandemics in humans,³⁵ and animal infections with IAV have become key for understanding multifactorial traits that include pathogenicity, transmissibility, and vaccine efficacy. Due to their relatively small size, adaptability to the research setting, and similarities to human lung anatomy and physiology, ferrets provide an excellent model for respiratory diseases in humans and are a valuable small-animal model for such studies.^8,30 Data generated from ferrets are included in numerous risk-assessment rubrics evaluating the pandemic potential of novel and emerging influenza viruses, including those established by the Centers for Disease Control and Prevention and the World Health Organization.^14,51The study of influenza virus in ferrets dates back to the early 1930s, when this species was first found to be susceptible to influenza virus.⁴⁴ Ferrets are naturally susceptible to both human and zoonotic IAV.⁴⁷ After infection, ferrets present with clinical signs like those of humans; these signs are often not recapitulated in other species, such as mice and guinea pigs.^28,39,46 The severity and spectrum of clinical signs associated with influenza virus–inoculated ferrets can vary, depending on the virus strain, route and dose of inoculation, and various host parameters.⁵ Whereas influenza viruses with low virulence in ferrets may cause only acute pyrexia and mild to moderate weight loss, isolates with high virulence can cause severe, systemic illness with gastrointestinal and neurologic symptoms.⁴The 3Rs, replace, reduce, refine, encourage investigation of how research involving animals can be conducted in more humane ways.^2,13,37,41 Analgesia for symptoms of influenza in ferrets represents an opportunity for refinement, but this intervention could confound research assessing disease progression. NSAID and corticosteroids are often prescribed to treat the clinical signs associated with influenza in humans.⁴³ These interventions could alter the inflammatory cascade and subsequent pathophysiology of the disease, thus reducing the validity of studies designed to characterize and compare influenza viruses.^6,43 NSAID reportedly inhibit nuclear factor κB, a regulator of inflammatory processes that is involved in viral RNA synthesis.^25,27 In addition, NSAID have been found to increase survival rates in influenza virus-infected mice.⁵³ Therefore, the use of NSAID may be problematic in studies investigating the pathogenesis of influenza viruses.Buprenorphine, an opioid, is an established analgesic in ferrets that can be administered either intravascularly, intramuscularly, or subcutaneously at 0.01 to 0.05 mg/kg with an analgesic duration of 6 to 12 h.^{11,16,24,38,52} Historically buprenorphine has been described as a partial µ receptor agonist and κ and γ receptor antagonist,^22,29,40,48 but the drug recently was described to behave as a full µ agonist.³⁶ The ceiling effect of analgesia and the immunosuppressive effects reported with other opioids have not been documented to occur with buprenorphine.^15,36,42 However, the use of buprenorphine does have the possibility of adverse effects, including sedation, weight loss, constipation, and respiratory depression.^{10,15,16,22,23,34,42} Nonetheless, buprenorphine is a commonly prescribed analgesic for numerous small mammalian species used in research settings.^20,22,40Given that influenza is an ongoing threat to human and animal health and because no replacement is available for data gained with the ferret model, pain mitigation options for research conducted in this species must be addressed. To date, concerns about altering the course of the disease have precluded the evaluation of refinements options in IAV-infected ferrets. The goal of the current study was to assess the effects of buprenorphine treatments on the pathogenesis of a seasonal IAV in ferrets; this assessment was achieved by comparing virus-inoculated ferrets that were either sham-treated or that received buprenorphine according to 2 different dosing schedules. We hypothesized that buprenorphine treatments would not affect experimental readouts, including morbidity, viral shedding, lymphopenia, and seroconversion in convalescent serum; these parameters are commonly measured during IAV research. Study results indicate that buprenorphine did not uniformly or significantly modulate disease progression, peak viral titers in the upper respiratory tract, or clinical responses used to characterize viral pathogenicity in ferrets.     

Patient contrastive learning: A performant,expressive, and practical approach to electrocardiogram modeling

Supervised machine learning applications in health care are often limited due to a scarcity of labeled training data. To mitigate the effect of small sample size, we introduce a pre-training approach, Patient Contrastive Learning of Representations (PCLR), which creates latent representations of electrocardiograms (ECGs) from a large number of unlabeled examples using contrastive learning. The resulting representations are expressive, performant, and practical across a wide spectrum of clinical tasks. We develop PCLR using a large health care system with over 3.2 million 12-lead ECGs and demonstrate that training linear models on PCLR representations achieves a 51% performance increase, on average, over six training set sizes and four tasks (sex classification, age regression, and the detection of left ventricular hypertrophy and atrial fibrillation), relative to training neural network models from scratch. We also compared PCLR to three other ECG pre-training approaches (supervised pre-training, unsupervised pre-training with an autoencoder, and pre-training using a contrastive multi ECG-segment approach), and show significant performance benefits in three out of four tasks. We found an average performance benefit of 47% over the other models and an average of a 9% performance benefit compared to best model for each task. We release PCLR to enable others to extract ECG representations at https://github.com/broadinstitute/ml4h/tree/master/model_zoo/PCLR.     

Demographic History and Natural Selection Shape Patterns of Deleterious Mutation Load and Barriers to Introgression across Populus Genome

Hybridization and resulting introgression are important processes shaping the tree of life and appear to be far more common than previously thought. However, how the genome evolution was shaped by various genetic and evolutionary forces after hybridization remains unresolved. Here we used whole-genome resequencing data of 227 individuals from multiple widespread Populus species to characterize their contemporary patterns of hybridization and to quantify genomic signatures of past introgression. We observe a high frequency of contemporary hybridization and confirm that multiple previously ambiguous species are in fact F₁ hybrids. Seven species were identified, which experienced different demographic histories that resulted in strikingly varied efficacy of selection and burdens of deleterious mutations. Frequent past introgression has been found to be a pervasive feature throughout the speciation of these Populus species. The retained introgressed regions, more generally, tend to contain reduced genetic load and to be located in regions of high recombination. We also find that in pairs of species with substantial differences in effective population size, introgressed regions are inferred to have undergone selective sweeps at greater than expected frequencies in the species with lower effective population size, suggesting that introgression likely have higher potential to provide beneficial variation for species with small populations. Our results, therefore, illustrate that demography and recombination have interplayed with both positive and negative selection in determining the genomic evolution after hybridization.