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1.
Proc Natl Acad Sci U S A ; 121(24): e2320205121, 2024 Jun 11.
Article En | MEDLINE | ID: mdl-38833468

Antifreeze proteins (AFPs) are remarkable biomolecules that suppress ice formation at trace concentrations. To inhibit ice growth, AFPs must not only bind to ice crystals, but also resist engulfment by ice. The highest supercooling, [Formula: see text], for which AFPs are able to resist engulfment is widely believed to scale as the inverse of the separation, [Formula: see text], between bound AFPs, whereas its dependence on the molecular characteristics of the AFP remains poorly understood. By using specialized molecular simulations and interfacial thermodynamics, here, we show that in contrast with conventional wisdom, [Formula: see text] scales as [Formula: see text] and not as [Formula: see text]. We further show that [Formula: see text] is proportional to AFP size and that diverse naturally occurring AFPs are optimal at resisting engulfment by ice. By facilitating the development of AFP structure-function relationships, we hope that our findings will pave the way for the rational design of AFPs.


Antifreeze Proteins , Ice , Antifreeze Proteins/chemistry , Antifreeze Proteins/metabolism , Thermodynamics , Molecular Dynamics Simulation , Animals , Crystallization
2.
bioRxiv ; 2024 Jan 30.
Article En | MEDLINE | ID: mdl-38352582

While multiplexed fluorescence imaging is frequently used for in vitro microscopy, extending the technique to whole animal imaging in vivo has remained challenging due to the attenuation and scattering of visible and traditional near infrared (NIR-I) wavelengths. Fluorescence imaging using short-wave infrared (SWIR, 1000 - 1700 nm, a.k.a. NIR-II) light enables deeper tissue penetration for preclinical imaging compared to previous methods due to reduced tissue scattering and minimal background autofluorescence in this optical window. Combining NIR-I excitation wavelengths with multiple distinct SWIR emission peaks presents a tremendous opportunity to distinguish multiple fluorophores with high precision for non-invasive, multiplexed anatomical imaging in small animal models. SWIR-emitting semiconductor quantum dots (QDs) with tunable emission peaks and optical stability have emerged as powerful contrast agents, but SWIR imaging demonstrations have yet to move beyond two-color imaging schemes. In this study, we engineered a set of three high quantum yield lead sulfide/cadmium sulfide (PbS/CdS) core/shell QDs with distinct SWIR emissions ranging from 1100 - 1550 nm and utilize these for simultaneous three-color imaging in mice. We first use QDs to non-invasively track lymphatic drainage, highlighting the detailed network of lymphatic vessels with high-resolution with a widefield imaging over a 2 hr period. We then perform multiplexed imaging with all three QDs to distinctly visualize the lymphatic system and spatially overlapping vasculature network. This work establishes optimized SWIR QDs for next-generation multiplexed preclinical imaging, moving beyond the capability of previous dual-labeling techniques. The capacity to discriminate several fluorescent labels through non-invasive NIR-I excitation and SWIR detection unlocks numerous opportunities for studies of disease progression, drug biodistribution, and cell trafficking dynamics in living organisms.

3.
J Intensive Care Soc ; 24(3 Suppl): 16-17, 2023 Nov.
Article En | MEDLINE | ID: mdl-37928086
4.
J Intensive Care Soc ; 24(4): 435-437, 2023 Nov.
Article En | MEDLINE | ID: mdl-37841291

The COVID-19 pandemic presented clinical and logistical challenges in the delivery of adequate nutrition in the critical care setting. The use of neuromuscular-blocking drugs, presence of maxilla-facial oedema, strict infection control procedures, and patients placed in a prone position complicated feeding tube placement. We audited the outcomes of dietitian-led naso-jejunal tube (NJT) insertions using the IRIS® (Kangaroo, USA) device, before and during the COVID-19 pandemic. NJT placement was successful in 78% of all cases (n = 50), and 87% of COVID-19 cases. Anaesthetic support was only required in COVID-19 patients (53%). NJT placement using IRIS was more difficult but achievable in patients with COVID-19.

5.
J Am Chem Soc ; 145(32): 17597-17602, 2023 08 16.
Article En | MEDLINE | ID: mdl-37527507

Antifreeze proteins (AFPs) facilitate the survival of diverse organisms in frigid environments by adsorbing to ice crystals and suppressing their growth. The rate of AFP accumulation on ice is determined by an interplay between AFP diffusion from the bulk solution to the ice-water interface and the subsequent adsorption of AFPs to the interface. To interrogate the relative importance of these two processes, here, we combine nonequilibrium fluorescence experiments with a reaction-diffusion model. We find that as diverse AFPs accumulate on ice, their concentration in the aqueous solution does not develop a gradient but remains equal to its bulk concentration throughout our experiments. These findings lead us to conclude that AFP accumulation on ice crystals, which are smaller than 100 µm in radius, is not limited by the diffusion of AFPs, but by the kinetics of AFP adsorption. Our results imply that mass transport limitations do not hinder AFPs from performing their biological function.


Ice , alpha-Fetoproteins , Adsorption , Antifreeze Proteins/chemistry , Water
6.
J Phys Chem B ; 127(27): 6125-6135, 2023 Jul 13.
Article En | MEDLINE | ID: mdl-37378637

The formation of ice, which plays an important role in diverse contexts ranging from cryopreservation to atmospheric science, is often mediated by solid surfaces. Although surfaces that interact favorably with ice (relative to liquid water) can facilitate ice formation by lowering nucleation barriers, the molecular characteristics that confer icephilicity to a surface are complex and incompletely understood. To address this challenge, here we introduce a robust and computationally efficient method for characterizing surface ice-philicity that combines molecular simulations and enhanced sampling techniques to quantify the free energetic cost of increasing surface-ice contact at the expense of surface-water contact. Using this method to characterize the ice-philicity of a family of model surfaces that are lattice matched with ice but vary in their polarity, we find that the nonpolar surfaces are moderately ice-phobic, whereas the polar surfaces are highly ice-philic. In contrast, for surfaces that display no complementarity to the ice lattice, we find that ice-philicity is independent of surface polarity and that both nonpolar and polar surfaces are moderately ice-phobic. Our work thus provides a prescription for quantitatively characterizing surface ice-philicity and sheds light on how ice-philicity is influenced by lattice matching and polarity.

8.
Proc Natl Acad Sci U S A ; 119(48): e2200018119, 2022 11 29.
Article En | MEDLINE | ID: mdl-36409904

The hydrophobicity of proteins and similar surfaces, which display chemical heterogeneity at the nanoscale, drives countless aqueous interactions and assemblies. However, predicting how surface chemical patterning influences hydrophobicity remains a challenge. Here, we address this challenge by using molecular simulations and machine learning to characterize and model the hydrophobicity of a diverse library of patterned surfaces, spanning a wide range of sizes, shapes, and chemical compositions. We find that simple models, based only on polar content, are inaccurate, whereas complex neural network models are accurate but challenging to interpret. However, by systematically incorporating chemical correlations between surface groups into our models, we are able to construct a series of minimal models of hydrophobicity, which are both accurate and interpretable. Our models highlight that the number of proximal polar groups is a key determinant of hydrophobicity and that polar neighbors enhance hydrophobicity. Although our minimal models are trained on particular patch size and shape, their interpretability enables us to generalize them to rectangular patches of all shapes and sizes. We also demonstrate how our models can be used to predict hot-spot locations with the largest marginal contributions to hydrophobicity and to design chemical patterns that have a fixed polar content but vary widely in their hydrophobicity. Our data-driven models and the principles they furnish for modulating hydrophobicity could facilitate the design of novel materials and engineered proteins with stronger interactions or enhanced solubilities.


Proteins , Water , Hydrophobic and Hydrophilic Interactions , Proteins/chemistry , Water/chemistry , Solubility
9.
J Med Chem ; 65(21): 14391-14408, 2022 11 10.
Article En | MEDLINE | ID: mdl-36302181

E1A binding protein (p300) and CREB binding protein (CBP) are two highly homologous and multidomain histone acetyltransferases. These two proteins are involved in many cellular processes by acting as coactivators of a large number of transcription factors. Dysregulation of p300/CBP has been found in a variety of cancers and other diseases, and inhibition has been shown to decrease Myc expression. Herein, we report the identification of a series of highly potent, proline-based small-molecule p300/CBP histone acetyltransferase (HAT) inhibitors using DNA-encoded library technology in combination with high-throughput screening. The strategy of reducing ChromlogD and fluorination of metabolic soft spots was explored to improve the pharmacokinetic properties of potent p300 inhibitors. Fluorination of both cyclobutyl and proline rings of 22 led to not only reduced clearance but also improved cMyc cellular potency.


CREB-Binding Protein , High-Throughput Screening Assays , Proline , Histone Acetyltransferases , Adenovirus E1A Proteins/metabolism , p300-CBP Transcription Factors , DNA , Technology
10.
BMC Biol ; 20(1): 182, 2022 08 19.
Article En | MEDLINE | ID: mdl-35986286

BACKGROUND: SP140 is a bromodomain-containing protein expressed predominantly in immune cells. Genetic polymorphisms and epigenetic modifications in the SP140 locus have been linked to Crohn's disease (CD), suggesting a role in inflammation. RESULTS: We report the development of the first small molecule SP140 inhibitor (GSK761) and utilize this to elucidate SP140 function in macrophages. We show that SP140 is highly expressed in CD mucosal macrophages and in in vitro-generated inflammatory macrophages. SP140 inhibition through GSK761 reduced monocyte-to-inflammatory macrophage differentiation and lipopolysaccharide (LPS)-induced inflammatory activation, while inducing the generation of CD206+ regulatory macrophages that were shown to associate with a therapeutic response to anti-TNF in CD patients. SP140 preferentially occupies transcriptional start sites in inflammatory macrophages, with enrichment at gene loci encoding pro-inflammatory cytokines/chemokines and inflammatory pathways. GSK761 specifically reduces SP140 chromatin binding and thereby expression of SP140-regulated genes. GSK761 inhibits the expression of cytokines, including TNF, by CD14+ macrophages isolated from CD intestinal mucosa. CONCLUSIONS: This study identifies SP140 as a druggable epigenetic therapeutic target for CD.


Crohn Disease , Tumor Necrosis Factor Inhibitors , Antigens, Nuclear/genetics , Antigens, Nuclear/metabolism , Crohn Disease/genetics , Crohn Disease/metabolism , Cytokines/genetics , Cytokines/metabolism , Epigenesis, Genetic , Humans , Macrophages , Transcription Factors/genetics
11.
Mult Scler ; 28(14): 2253-2262, 2022 12.
Article En | MEDLINE | ID: mdl-35946086

BACKGROUND: In children, multiple sclerosis (MS) is the ultimate diagnosis in only 1/5 to 1/3 of cases after a first episode of central nervous system (CNS) demyelination. As the visual pathway is frequently affected in MS and other CNS demyelinating disorders (DDs), structural retinal imaging such as optical coherence tomography (OCT) can be used to differentiate MS. OBJECTIVE: This study aimed to investigate the utility of machine learning (ML) based on OCT features to identify distinct structural retinal features in children with DDs. METHODS: This study included 512 eyes from 187 (neyes = 374) children with demyelinating diseases and 69 (neyes = 138) controls. Input features of the analysis comprised of 24 auto-segmented OCT features. RESULTS: Random Forest classifier with recursive feature elimination yielded the highest predictive values and identified DDs with 75% and MS with 80% accuracy, while multiclass distinction between MS and monophasic DD was performed with 64% accuracy. A set of eight retinal features were identified as the most important features in this classification. CONCLUSION: This study demonstrates that ML based on OCT features can be used to support a diagnosis of MS in children.


Multiple Sclerosis , Tomography, Optical Coherence , Humans , Child , Multiple Sclerosis/diagnostic imaging , Machine Learning , Retina/diagnostic imaging , Visual Pathways
12.
Am J Trop Med Hyg ; 107(2): 388-392, 2022 08 17.
Article En | MEDLINE | ID: mdl-35895408

PXVX0200 is an oral cholera vaccine that is approved for use by the U.S. Food and Drug Administration and European Medicines Agency under the tradename Vaxchora. The vaccine is supplied as two packets, one containing buffer component and the other the active component, that are mixed with water and ingested. The aim of this study was to develop vaccine preparation methods that are appropriate for administering PXVX0200 to children. Developing oral liquid medication for children has unique challenges, including administration volume and palatability. These challenges were addressed by preparing PXVX0200 in different volumes and testing the potency of the vaccine in the presence of sweeteners, flavorings, and food and drinks. Vaccine potency, defined as colony-forming units/dose, was used to determine the compatibility of PXVX0200 with different vaccine preparation methods. We found that the reconstitution volume can be reduced from 100 to 50 mL to accommodate children aged 2 to 6 years and to 10 mL for children aged 6 months to 2 years, as long as the buffer concentration is the same as for the approved (100 mL) dose. Sucrose or stevia sweeteners may also be added without affecting the vaccine potency. Reconstitution in juices or foods was challenging because of effervescence caused by bicarbonate in the buffer component. An alternate preparation method was developed for reconstitution in baby formula. Vaccine preparation methods to make PXVX0200 appropriate for pediatric administration will facilitate administration of the vaccine to improve compliance and protect children from cholera infection while traveling.


Cholera Vaccines , Vibrio cholerae , Humans , Child , Administration, Oral , Antibodies, Bacterial , Infant Formula
13.
Cancer Discov ; 12(9): 2120-2139, 2022 09 02.
Article En | MEDLINE | ID: mdl-35789380

Polycomb repressive complex 2 (PRC2) has oncogenic and tumor-suppressive roles in cancer. There is clinical success of targeting this complex in PRC2-dependent cancers, but an unmet therapeutic need exists in PRC2-loss cancer. PRC2-inactivating mutations are a hallmark feature of high-grade malignant peripheral nerve sheath tumor (MPNST), an aggressive sarcoma with poor prognosis and no effective targeted therapy. Through RNAi screening in MPNST, we found that PRC2 inactivation increases sensitivity to genetic or small-molecule inhibition of DNA methyltransferase 1 (DNMT1), which results in enhanced cytotoxicity and antitumor response. Mechanistically, PRC2 inactivation amplifies DNMT inhibitor-mediated expression of retrotransposons, subsequent viral mimicry response, and robust cell death in part through a protein kinase R (PKR)-dependent double-stranded RNA sensor. Collectively, our observations posit DNA methylation as a safeguard against antitumorigenic cell-fate decisions in PRC2-loss cancer to promote cancer pathogenesis, which can be therapeutically exploited by DNMT1-targeted therapy. SIGNIFICANCE: PRC2 inactivation drives oncogenesis in various cancers, but therapeutically targeting PRC2 loss has remained challenging. Here we show that PRC2-inactivating mutations set up a tumor context-specific liability for therapeutic intervention via DNMT1 inhibitors, which leads to innate immune signaling mediated by sensing of derepressed retrotransposons and accompanied by enhanced cytotoxicity. See related commentary by Guil and Esteller, p. 2020. This article is highlighted in the In This Issue feature, p. 2007.


Antineoplastic Agents , Neoplasms , Neurofibrosarcoma , Carcinogenesis/genetics , Humans , Mutation , Neoplasms/genetics , Neurofibrosarcoma/diagnosis , Neurofibrosarcoma/genetics , Neurofibrosarcoma/pathology , Polycomb Repressive Complex 2/genetics , Retroelements
14.
J Clin Invest ; 132(17)2022 09 01.
Article En | MEDLINE | ID: mdl-35852856

Immune checkpoint blockade (ICB) has demonstrated clinical success in "inflamed" tumors with substantial T cell infiltrates, but tumors with an immune-desert tumor microenvironment (TME) fail to benefit. The tumor cell-intrinsic molecular mechanisms of the immune-desert phenotype remain poorly understood. Here, we demonstrated that inactivation of the polycomb-repressive complex 2 (PRC2) core components embryonic ectoderm development (EED) or suppressor of zeste 12 homolog (SUZ12), a prevalent genetic event in malignant peripheral nerve sheath tumors (MPNSTs) and sporadically in other cancers, drove a context-dependent immune-desert TME. PRC2 inactivation reprogramed the chromatin landscape that led to a cell-autonomous shift from primed baseline signaling-dependent cellular responses (e.g., IFN-γ signaling) to PRC2-regulated developmental and cellular differentiation transcriptional programs. Further, PRC2 inactivation led to diminished tumor immune infiltrates through reduced chemokine production and impaired antigen presentation and T cell priming, resulting in primary resistance to ICB. Intratumoral delivery of inactivated modified vaccinia virus Ankara (MVA) enhanced tumor immune infiltrates and sensitized PRC2-loss tumors to ICB. Our results identify molecular mechanisms of PRC2 inactivation-mediated, context-dependent epigenetic reprogramming that underline the immune-desert phenotype in cancer. Our studies also point to intratumoral delivery of immunogenic viruses as an initial therapeutic strategy to modulate the immune-desert TME and capitalize on the clinical benefit of ICB.


Neoplasms , Viruses , Chromatin , Humans , Polycomb Repressive Complex 2/genetics , Tumor Microenvironment , Viruses/genetics
16.
J Oral Maxillofac Surg ; 79(11): 2203-2214, 2021 Nov.
Article En | MEDLINE | ID: mdl-34097868

PURPOSE: To execute an evidence-based review answering the following questions: "What antibiotic type and mode of delivery are most effective at reducing inflammatory complications in third molar and dental implant surgery? What are the types and rates of antibiotic-related adverse reactions in the context of third molar surgery, infective endocarditis, medication-related osteonecrosis of the jaw (MRONJ) and osteoradionecrosis (ORN)?" MATERIAL AND METHODS: We performed a comprehensive literature review of peer-reviewed studies using MEDLINE/PubMed, Cochrane, Scopus/Elsevier, Google Scholar, and Wiley online library databases. RESULTS: Twenty-five studies were reviewed for third molar surgery. Although there is some evidence that systemic antibiotics reduce inflammatory complications (infection and alveolar osteitis), routine use is not recommended for third molar surgery. For at-risk cases, a single preoperative dose of amoxicillin is preferred. Clindamycin, amoxicillin-clavulanic acid and erythromycin have a high adverse risk profile. Eight studies were reviewed for dental implant surgery. Antibiotics with dental implant placement showed little reduction in post surgery infection and minimal improvement in long-term success. A comprehensive search found limited data on antibiotic-related adverse effects in the context of infective endocarditis, MRONJ and ORN. CONCLUSIONS: A set of clinical recommendations are presented to better guide evidence-based and standardized antibiotic usage on the basis of the literature discussed in this review. This review highlights the need for further research focusing on antibiotic type and timing of delivery with adverse drug reaction as a primary outcome measure when assessing treatment outcomes and complications in dentoalveolar surgery. This will better elucidate the risks vs benefits of antibiotic in dentoalveolar surgery.


Drug-Related Side Effects and Adverse Reactions , Dry Socket , Amoxicillin , Anti-Bacterial Agents/adverse effects , Antibiotic Prophylaxis , Drug-Related Side Effects and Adverse Reactions/drug therapy , Dry Socket/drug therapy , Dry Socket/etiology , Dry Socket/prevention & control , Humans
17.
Sci Rep ; 11(1): 13188, 2021 06 23.
Article En | MEDLINE | ID: mdl-34162914

CVD 103-HgR live, attenuated oral cholera vaccine strain is indicated for single dose immunization against Vibrio cholerae, the causative agent for cholera. The vaccine packets containing buffer powder and lyophilized CVD 103-HgR are reconstituted in water and consumed. Studies were performed to explore the viability of CVD 103-HgR in drinking waters from common sources. CVD 103-HgR vaccine was reconstituted in bottled and tap waters from the United States and Europe, and viability was measured via colony forming units assay. Chemical analysis of select water samples was used to identify chemicals that have a negative effect on CVD 103-HgR viability. CVD 103-HgR titers were stable in all bottled waters tested, including purified bottled water, bottled spring water, and sparkling waters. However, tap water from certain cities in the US and Europe affected viability and are not compatible with vaccine. Water chemistry revealed that these tap waters contained copper, likely leached from copper plumbing. These studies give high confidence in the stability of CVD 103-HgR reconstituted in a variety of bottled waters. Waters containing copper, including tap water, should not be used to reconstitute CVD 103-HgR strain oral vaccine due to the common use of copper plumbing.


Cholera Vaccines , Drinking Water/microbiology , Vibrio cholerae/physiology , Bacterial Load , Chlorine/analysis , Copper/analysis , Drinking Water/chemistry , Europe , Fluorides/analysis , Hydrocarbons, Halogenated/analysis , Sanitary Engineering , Trihalomethanes/analysis , United States , Vaccines, Attenuated , Vibrio cholerae/drug effects , Vibrio cholerae/isolation & purification , Water Purification
18.
J Phys Chem B ; 125(20): 5434-5442, 2021 05 27.
Article En | MEDLINE | ID: mdl-33978411

Conformational transitions of flexible molecules, especially those driven by hydrophobic effects, tend to be hindered by desolvation barriers. For such transitions, it is thus important to characterize and understand the interplay between solvation and conformation. Using specialized molecular simulations, here we perform such a characterization for a hydrophobic polymer solvated in water. We find that an external potential, which unfavorably perturbs the polymer hydration waters, can trigger a coil-to-globule or collapse transition, and that the relative stabilities of the collapsed and extended states can be quantified by the strength of the requisite potential. Our results also provide mechanistic insights into the collapse transition, highlighting that the bottleneck to polymer collapse is the formation of a sufficiently large cluster, and the collective dewetting of such a cluster. We also study the collapse of the hydrophobic polymer in octane, a nonpolar solvent, and interestingly, we find that the mechanistic details of the transition are qualitatively similar to that in water.

19.
Soft Matter ; 17(14): 3976-3977, 2021 Apr 14.
Article En | MEDLINE | ID: mdl-33885453

Correction for 'Characterizing surface wetting and interfacial properties using enhanced sampling (SWIPES)' by Hao Jiang et al., Soft Matter, 2019, 15, 860-869, DOI: .

20.
PLoS Negl Trop Dis ; 15(3): e0009195, 2021 03.
Article En | MEDLINE | ID: mdl-33711018

BACKGROUND: Zika virus (ZIKV), a mosquito-borne flavivirus, is a re-emerging virus that constitutes a public health threat due to its recent global spread, recurrent outbreaks, and infections that are associated with neurological abnormalities in developing fetuses and Guillain-Barré syndrome in adults. To date, there are no approved vaccines against ZIKV infection. Various preclinical and clinical development programs are currently ongoing in an effort to bring forward a vaccine for ZIKV. METHODOLOGY/PRINCIPLE FINDINGS: We have developed a ZIKV vaccine candidate based on Virus-Like-Particles (VLPs) produced in HEK293 mammalian cells using the prM (a precursor to M protein) and envelope (E) structural protein genes from ZIKV. Transient transfection of cells via plasmid and electroporation produced VLPs which were subsequently purified by column chromatography yielding approximately 2mg/L. Initially, immunogenicity and efficacy were evaluated in AG129 mice using a dose titration of VLP with and without Alhydrogel 2% (alum) adjuvant. We found that VLP with and without alum elicited ZIKV-specific serum neutralizing antibodies (nAbs) and that titers correlated with protection. A follow-up immunogenicity and efficacy study in rhesus macaques was performed using VLP formulated with alum. Multiple neutralization assay methods were performed on immune sera including a plaque reduction neutralization test, a microneutralization assay, and a Zika virus Renilla luciferase neutralization assay. All of these assays indicate that following immunization, VLP induces high titer nAbs which correlate with protection against ZIKV challenge. CONCLUSIONS/SIGNIFICANCE: These studies confirm that ZIKV VLPs could be efficiently generated and purified. Upon VLP immunization, in both mice and NHPs, nAb was induced that correlate with protection against ZIKV challenge. These studies support translational efforts in developing a ZIKV VLP vaccine for evaluation in human clinical trials.


Vaccines, Virus-Like Particle/immunology , Viral Vaccines/immunology , Zika Virus Infection/prevention & control , Zika Virus/immunology , Adjuvants, Immunologic/pharmacology , Alum Compounds/pharmacology , Animals , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Female , HEK293 Cells , Humans , Macaca mulatta , Male , Mice , Neutralization Tests , Vaccines, Virus-Like Particle/administration & dosage , Viral Vaccines/administration & dosage , Zika Virus Infection/immunology
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