54 research outputs found
A synthetic genetic polymer with an uncharged backbone chemistry based on alkyl phosphonate nucleic acids
The physicochemical properties of nucleic acids are dominated by their highly charged
phosphodiester backbone chemistry. The polyelectrolyte structure decouples information
content (base sequence) from bulk properties such as solubility and has been proposed as a
defining trait of all informational polymers. However, this conjecture has not been tested
experimentally. Here, we describe the encoded synthesis of a genetic polymer with an
uncharged backbone chemistry: alkyl-phosphonate nucleic acids (phNA), in which the
canonical, negatively charged phosphodiester is replaced by an uncharged P-alkylphosphonodiester
backbone. Using synthetic chemistry and polymerase engineering, we
describe the enzymatic, DNA-templated synthesis of P-methyl- and P-ethyl-phNAs, and the
directed evolution of specific streptavidin-binding phNA aptamer ligands directly from
random-sequence, mixed P-methyl- / P-ethyl-phNA repertoires. Our results establish a first
example of the DNA-templated enzymatic synthesis and evolution of an uncharged genetic
polymer and provide a foundational methodology for their exploration as a source of novel,
functional molecules
Key determinants of selective binding and activation by the monocyte chemoattractant proteins at the chemokine receptor CCR2
Chemokines and their receptors collectively orchestrate the trafficking of leukocytes in normal immune function and inflammatory diseases. Different chemokines can induce distinct responses at the same receptor. In comparison to monocyte chemoattractant protein-1 (MCP-1; also known as CCL2), the chemokines MCP-2 (CCL8) and MCP-3 (CCL7) are partial agonists of their shared receptor CCR2, a key regulator of the trafficking of monocytes and macrophages that contribute to the pathology of atherosclerosis, obesity, and type 2 diabetes. Through experiments with chimeras of MCP-1 and MCP-3, we identified the chemokine amino-terminal region as being the primary determinant of both the binding and signaling selectivity of these two chemokines at CCR2. Analysis of CCR2 mutants showed that the chemokine amino terminus interacts with the major subpocket in the transmembrane helical bundle of CCR2, which is distinct fromthe interactions of some other chemokines with the minor subpockets of their receptors. These results suggest the major subpocket as a target for the development of small-molecule inhibitors of CCR2. 2017 © The Authors
The United States COVID-19 Forecast Hub dataset
Academic researchers, government agencies, industry groups, and individuals have produced forecasts at an unprecedented scale during the COVID-19 pandemic. To leverage these forecasts, the United States Centers for Disease Control and Prevention (CDC) partnered with an academic research lab at the University of Massachusetts Amherst to create the US COVID-19 Forecast Hub. Launched in April 2020, the Forecast Hub is a dataset with point and probabilistic forecasts of incident cases, incident hospitalizations, incident deaths, and cumulative deaths due to COVID-19 at county, state, and national, levels in the United States. Included forecasts represent a variety of modeling approaches, data sources, and assumptions regarding the spread of COVID-19. The goal of this dataset is to establish a standardized and comparable set of short-term forecasts from modeling teams. These data can be used to develop ensemble models, communicate forecasts to the public, create visualizations, compare models, and inform policies regarding COVID-19 mitigation. These open-source data are available via download from GitHub, through an online API, and through R packages
Projected resurgence of COVID-19 in the United States in July—December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination
In Spring 2021, the highly transmissible SARS-CoV-2 Delta variant began to cause increases in cases, hospitalizations, and deaths in parts of the United States. At the time, with slowed vaccination uptake, this novel variant was expected to increase the risk of pandemic resurgence in the US in summer and fall 2021. As part of the COVID-19 Scenario Modeling Hub, an ensemble of nine mechanistic models produced 6-month scenario projections for July–December 2021 for the United States. These projections estimated substantial resurgences of COVID-19 across the US resulting from the more transmissible Delta variant, projected to occur across most of the US, coinciding with school and business reopening. The scenarios revealed that reaching higher vaccine coverage in July–December 2021 reduced the size and duration of the projected resurgence substantially, with the expected impacts was largely concentrated in a subset of states with lower vaccination coverage. Despite accurate projection of COVID-19 surges occurring and timing, the magnitude was substantially underestimated 2021 by the models compared with the of the reported cases, hospitalizations, and deaths occurring during July–December, highlighting the continued challenges to predict the evolving COVID-19 pandemic. Vaccination uptake remains critical to limiting transmission and disease, particularly in states with lower vaccination coverage. Higher vaccination goals at the onset of the surge of the new variant were estimated to avert over 1.5 million cases and 21,000 deaths, although may have had even greater impacts, considering the underestimated resurgence magnitude from the model
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Emergence of ATP‐ and GTP‐Binding Aptamers from Single RNA Sequences by Error‐Prone Replication and Selection**
Funder: Medical Research Council; doi: http://dx.doi.org/10.13039/501100000265AbstractThe spontaneous emergence of function from diverse RNA sequence pools is widely considered an important transition in the origin of life. Here we show that diverse sequence pools are not a prerequisite for the emergence of function. Starting five independent selection experiments each from a single RNA seed sequence ‐ comprising a central homopolymeric poly‐A (or poly‐U) segment flanked by different conserved primer binding sites ‐ we observe transformation (continuous drift) of the seeds into low diversity sequence pools by mutation, truncation and recombination without ever reaching that of a random pool even after 24 rounds. Upon continuous error prone replication and selection for ATP binding we isolate specific ATP‐ or GTP‐binding aptamers with low micromolar affinities. Our results have implications for early RNA evolution in the light of the high mutation rates associated with both non‐enzymatic and enzymatic prebiotic RNA replication.</jats:p
A Redundant Role of Human Thyroid Peroxidase Propeptide for Cellular, Enzymatic, and Immunological Activity
Background: Thyroid peroxidase (TPO) is a dimeric membrane-bound enzyme of thyroid follicular cells, responsible
for thyroid hormone biosynthesis. TPO is also a common target antigen in autoimmune thyroid
disease (AITD). With two active sites, TPO is an unusual enzyme, and thus there is much interest in understanding
its structure and role in AITD. Homology modeling has shown TPO to be composed of different
structural modules, as well as a propeptide sequence. During the course of studies to obtain homogeneous
preparations of recombinant TPO for structural studies, we investigated the role of the large propeptide sequence
in TPO.
Methods: An engineered recombinant human TPO preparation expressed in Chinese hamster ovary (CHO) cells
lacking the propeptide (TPODpro; amino acid residues 21–108) was characterized and its properties compared to
wild-type TPO. Plasma membrane localization was determined by cell surface protein biotinylation, and biochemical
studies were performed to evaluate enzymatic activity and the effect of deglycosylation. Immunological
investigations using autoantibodies from AITD patients and other epitope-specific antibodies that
recognize conformational determinants on TPO were evaluated for binding to TPODpro by flow cytometry,
immunocytochemistry, and capture enzyme-linked immunosorbent assay. Molecular modeling and dynamics
simulation of TPODpro comprising a dimer of myeloperoxidase-like domains was performed in order to investigate
the impact of propeptide removal and the role of glycosylation.
Results: The TPODpro was expressed on the cell surface at comparable levels to wild-type TPO. The TPODpro
was enzymatically active and recognized by patients’ autoantibodies and a panel of epitope-specific antibodies,
confirming structural integrity of the two major conformational determinants recognized by autoantibodies.
Faithful intracellular trafficking and N-glycosylation of TPODpro was also maintained. Molecular modeling and
dynamics simulations were consistent with these observations.
Conclusions: Our results point to a redundant role for the propeptide sequence in TPO. The successful expression of
TPODpro in a membrane-anchored, enzymatically active form that is insensitive to intramolecular proteolysis, and
importantly is recognized by patients’ autoantibodies, is a key advance for purification of substantial quantities of
homogeneous preparation of TPO for crystallization, structural, and immunological studies
Epitope Flexibility and Dynamic Footprint Revealed by Molecular Dynamics of a pMHC-TCR Complex
The crystal structures of unliganded and liganded pMHC molecules provide a structural basis for TCR recognition yet they represent ‘snapshots ’ and offer limited insight into dynamics that may be important for interaction and T cell activation. MHC molecules HLA-B*3501 and HLA-B*3508 both bind a 13 mer viral peptide (LPEP) yet only HLA-B*3508-LPEP induces a CTL response characterised by the dominant TCR clonetype SB27. HLA-B*3508-LPEP forms a tight and long-lived complex with SB27, but the relatively weak interaction between HLA-B*3501-LPEP and SB27 fails to trigger an immune response. HLA-B*3501 and HLA-B*3508 differ by only one amino acid (L/R156) located on a2-helix, but this does not alter the MHC or peptide structure nor does this polymorphic residue interact with the peptide or SB27. In the absence of a structural rationalisation for the differences in TCR engagement we performed a molecular dynamics study of both pMHC complexes and HLA-B*3508-LPEP in complex with SB27. This reveals that the high flexibility of the peptide in HLA-B*3501 compared to HLA-B*3508, which was not apparent in the crystal structure alone, may have an under-appreciated role in SB27 recognition. The TCR pivots atop peptide residues 6–9 and makes transient MHC contacts that extend those observed in the crystal structure. Thus MD offers an insight into ‘scanning ’ mechanism of SB27 that extends the role of the germline encoded CDR2a and CDR2b loops. Our data are consistent with the vast body of experimental observations for the pMHC-LPEP-SB2
Rapid discovery of high-affinity antibodies via massively parallel sequencing, ribosome display and affinity screening
Developing therapeutic antibodies is laborious and costly. Here we report a method for antibody discovery that leverages the Illumina HiSeq platform to, within 3 days, screen in the order of 10 8 antibody-antigen interactions. The method, which we named 'deep screening', involves the clustering and sequencing of antibody libraries, the conversion of the DNA clusters into complementary RNA clusters covalently linked to the instrument's flow-cell surface on the same location, the in situ translation of the clusters into antibodies tethered via ribosome display, and their screening via fluorescently labelled antigens. By using deep screening, we discovered low-nanomolar nanobodies to a model antigen using 4 × 10 6 unique variants from yeast-display-enriched libraries, and high-picomolar single-chain antibody fragment leads for human interleukin-7 directly from unselected synthetic repertoires. We also leveraged deep screening of a library of 2.4 × 10 5 sequences of the third complementarity-determining region of the heavy chain of an anti-human epidermal growth factor receptor 2 (HER2) antibody as input for a large language model that generated new single-chain antibody fragment sequences with higher affinity for HER2 than those in the original library. </p
Random-sequence genetic oligomer pools display an innate potential for ligation and recombination
Recombination, the exchange of information between different genetic polymer strands, is of fundamental importance in biology for genome maintenance and genetic diversification and is mediated by dedicated recombinase enzymes. Here, we describe an innate capacity for non-enzymatic recombination (and ligation) in random-sequence genetic oligomer pools. Specifically, we examine random and semi-random eicosamer (N20) pools of RNA, DNA and the unnatural genetic polymers ANA (arabino-), HNA (hexitol-) and AtNA (altritol-nucleic acids). While DNA, ANA and HNA pools proved inert, RNA (and to a lesser extent AtNA) pools displayed diverse modes of spontaneous intermolecular recombination, connecting recombination mechanistically to the vicinal ring cis-diol configuration shared by RNA and AtNA. Thus, the chemical constitution that renders both susceptible to hydrolysis emerges as the fundamental determinant of an innate capacity for recombination, which is shown to promote a concomitant increase in compositional, informational and structural pool complexity and hence evolutionary potential.status: publishe
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