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1.
New Phytol ; 242(2): 687-699, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38396376

ABSTRACT

The effect of pathogens on host diversity has attracted much attention in recent years, yet how the influence of pathogens on individual plants scales up to affect community-level host diversity remains unclear. Here, we assessed the effects of foliar fungal pathogens on plant growth and species richness using allometric growth theory in population-level and community-level foliar fungal pathogen exclusion experiments. We calculated growth scaling exponents of 24 species to reveal the intraspecific size-dependent effects of foliar fungal pathogens on plant growth. We also calculated the intercepts to infer the growth rates of relatively larger conspecific individuals. We found that foliar fungal pathogens inhibited the growth of small conspecific individuals more than large individuals, resulting in a positive allometric growth. After foliar fungal pathogen exclusion, species-specific growth scaling exponents and intercepts decreased, but became positively related to species' relative abundance, providing a growth advantage for individuals of abundant species with a higher growth scaling exponent and intercept compared with rare species, and thus reduced species diversity. By adopting allometric growth theory, we elucidate the size-dependent mechanisms through which pathogens regulate species diversity and provide a powerful framework to incorporate antagonistic size-dependent processes in understanding species coexistence.


Subject(s)
Fungi , Plants , Plants/microbiology , Fungi/pathogenicity
2.
Epidemiology ; 34(3): 439-449, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36719763

ABSTRACT

BACKGROUND: Seasonal patterns of conception may confound acute associations between birth outcomes and seasonally varying exposures. We aim to evaluate four epidemiologic designs (time-stratified case-crossover, time-series, pair-matched case-control, and time-to-event) commonly used to study acute associations between ambient temperature and preterm births. METHODS: We conducted simulations assuming no effect of temperature on preterm birth. We generated pseudo-birth data from the observed seasonal patterns of birth in the United States and analyzed them in relation to observed temperatures using design-specific seasonality adjustments. RESULTS: Using the case-crossover approach (time-stratified by calendar month), we observed a bias (among 1,000 replicates) = 0.016 (Monte-Carlo standard error 95% CI: 0.015-0.018) in the regression coefficient for every 10°C increase in mean temperature in the warm season (May-September). Unbiased estimates obtained using the time-series approach required accounting for both the pregnancies-at-risk and their weighted probability of birth. Notably, adding the daily weighted probability of birth from the time-series models to the case-crossover models corrected the bias in the case-crossover approach. In the pair-matched case-control design, where the exposure period was matched on gestational window, we observed no bias. The time-to-event approach was also unbiased but was more computationally intensive than others. CONCLUSIONS: Most designs can be implemented in a way that yields estimates unbiased by conception seasonality. The time-stratified case-crossover design exhibited a small positive bias, which could contribute to, but not fully explain, previously reported associations.


Subject(s)
Premature Birth , Pregnancy , Female , Infant, Newborn , Humans , Premature Birth/epidemiology , Temperature , Seasons , Cross-Over Studies , Risk Factors
3.
Eur J Nutr ; 62(5): 2177-2194, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37024732

ABSTRACT

PURPOSE: Pu-erh tea can be classified into raw pu-erh tea and ripened pu-erh tea. Theabrownin (TB) is one of the major components of pu-erh tea. The difference of the anti-obesity activity between raw pu-erh tea TB (R-TB) and ripened pu-erh tea TB (F-TB) has not been comprehensively investigated yet. Therefore, this article aimed to systemically study the anti-obesity activity and the underlying mechanism of R-TB and F-TB. METHOD: High-fat diet (HFD)-induced C57BL/6J mice with obesity were gavaged with R-TB or F-TB to assess the effect of R-TB and F-TB on the amelioration of obesity, the expression of lipid metabolism-related genes, and the regulation of gut flora imbalance. RESULTS: Administration of both R-TB and F-TB could suppress body weight gain, improve insulin sensitivity and glucose homeostasis, regulate the lipid level and reduce the chronic inflammation in obese mice. The underlying anti-obesity mechanism of R-TB and F-TB might involve the regulation of lipogenesis and lipolysis, amelioration of the gut microbiota disorder and promotion of microbial metabolism. Interestingly, R-TB was more efficient in the regulation of blood glucose, reduction of inflammation and suppression of partial adipogenesis-related genes and protein, while F-TB was more effective in the inhibition of lipolysis-related genes and protein. In addition, F-TB might be more effective in adjusting the dysbacteria caused by HFD back to normal by promoting the proliferation of the beneficial microbiota, such as Lactobacillus and Lachnospiraceae_NK4A136_group. CONCLUSION: Taken together, both R-TB and F-TB had the potential to be developed as beneficial dietary supplements or functional foods for ameliorating obesity and obesity-related metabolic disorders, but their effects and the ability to regulate the intestinal flora varied.


Subject(s)
Gastrointestinal Microbiome , Mice , Animals , Diet, High-Fat/adverse effects , Tea , Mice, Inbred C57BL , Obesity , Inflammation
4.
Angew Chem Int Ed Engl ; 62(52): e202312609, 2023 Dec 21.
Article in English | MEDLINE | ID: mdl-37955317

ABSTRACT

The percentage of low response and adaptive resistance to current antibody-based immune checkpoint blockade (ICB) therapy requires the development of novel immunotherapy strategies. Here, we developed an aptamer-assisted immune checkpoint blockade (Ap-ICB) against sialic acid-binding immunoglobulin-like lectin-15 (Siglec-15), a novel immune suppressor broadly upregulated on cancer cells and tumor infiltrating myeloid cells, which is mutually exclusive of programmed cell death ligand 1 (PD-L1). Using protein aptamer selection, we identified WXY3 aptamer with high affinity against Siglec-15 protein/Siglec-15 positive cells. We demonstrated that WXY3 aptamer rescued antigen-specific T cell responses in vitro and in vivo. Importantly, the WXY3 Ap-ICB against Siglec-15 amplified anti-tumor immunity in the tumor microenvironment and inhibited tumor growth/metastasis in syngeneic mouse model, which may result from enhanced macrophage and T cell functionality. In addition, by using aptamer-based spherical nucleic acids, we developed a synergetic ICB strategy of multivalent binding and steric hindrance, which further improves the in vivo anti-tumor effect. Taken together, our results support Ap-ICB targeted Siglec-15 as a potential strategy for normalization cancer immunotherapy.


Subject(s)
Immune Checkpoint Inhibitors , Neoplasms , Mice , Animals , Neoplasms/drug therapy , Immunotherapy/methods , Immunoglobulins/pharmacology , Immunoglobulins/therapeutic use , Sialic Acid Binding Immunoglobulin-like Lectins/metabolism , Sialic Acid Binding Immunoglobulin-like Lectins/pharmacology , Sialic Acids/pharmacology , Tumor Microenvironment , Membrane Proteins
5.
Cogn Affect Behav Neurosci ; 22(3): 533-541, 2022 06.
Article in English | MEDLINE | ID: mdl-34910291

ABSTRACT

Previous studies have found that acute stress can modulate response inhibition. However, the effect of chronic stress on response inhibition has not been investigated. A major examination was adopted as a chronic stressor in this study. Both the stress and control groups performed a modified Go/Nogo task. In each trial, a probe stimulus (left or right arrow) was presented immediately after the Go/Nogo task. The probe reaction time (RT) was used as an index of cognitive load during the task. Event-related potentials (ERPs) evoked by Go/Nogo stimuli were investigated. The RTs for the Go stimulus and the probe stimulus were shorter for the stress group than for the control group. This superior performance by stressed participants might suggest a promoted task processing efficiency during the dual task under stress. A smaller probe RT effect (RTNogo - RTGo) was found in the stress group than in the control group, indicating a facilitatory effect of stress on conflict resolution. The ERP results showed that the P2 Go/Nogo effect was smaller for the stress group than for the control group, driven by an increased P2 amplitude after Go trials for the stress group. This might indicate an enhancement of attentional resource allocation to the Go stimuli under stress. Both the Nogo P3 amplitude and the P3 Go/Nogo effect were enhanced in the stress group than in the control group, suggesting that conflict resolution was enhanced under stress. These results demonstrate that chronic academic stress might facilitate response inhibition by promoting conflict resolution.


Subject(s)
Electroencephalography , Inhibition, Psychological , Electroencephalography/methods , Evoked Potentials/physiology , Humans , Reaction Time/physiology
6.
Ann Bot ; 130(4): 525-534, 2022 09 26.
Article in English | MEDLINE | ID: mdl-35809261

ABSTRACT

BACKGROUND AND AIMS: Plant disease can dramatically affect population dynamics, community composition and ecosystem functions. However, most empirical studies focus on diseases at a certain time point and largely ignore their temporal stability, which directly affects our ability to predict when and where disease outbreaks will occur. METHODS: Using a removal experiment that manipulates plant diversity (i.e. a plant biodiversity and ecosystem function experiment) and a fertilization experiment in a Tibetan alpine meadow, we investigated how different plant biodiversity indices and nitrogen fertilization affect the temporal stability of foliar fungal diseases (measured as the mean value of community pathogen load divided by its standard deviation) over seven consecutive years. KEY RESULTS: We found that the temporal stability of foliar fungal diseases increased with plant diversity indices in the plant biodiversity and ecosystem function experiment. Meanwhile, we observed a weakly positive relationship between host diversity and temporal stability in the fertilization experiment. However, the nitrogen treatment did not affect temporal stability, given that fertilization increased both the mean and standard deviation of pathogen load by roughly the same magnitude. CONCLUSIONS: We conclude that host diversity regulates the temporal stability of pathogen load, but we note that this effect may be attenuated under rapid biodiversity loss in the Anthropocene.


Subject(s)
Grassland , Mycoses , Biodiversity , Ecosystem , Nitrogen/analysis , Soil , Tibet
7.
Oecologia ; 199(4): 897-905, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35907123

ABSTRACT

Grazing is one of the most important management practices for grasslands. To date, most studies on how grazing affects plant diseases have focused on a single plant species, ignoring plant community characteristics and phylogeny. We used data from a 6-year yak grazing experiment (0, 1, 2, and 3 yak(s) ha - 1 treatment) in an alpine meadow ecosystem of Qinghai-Tibetan Plateau, from which we tested grazing effects on foliar fungal diseases at both population and community levels. By measuring plant community variables (including richness, evenness, phylogenetic diversity, and composition) and disease severity, we evaluated the relative importance of plant community-mediated effects of yak grazing on community pathogen load with a multi-model inference approach. We found significant differences in pathogen load among different grazing treatments; we recorded the highest and lowest pathogen loads in the 1 yak ha - 1 treatment and in the 3 yaks ha - 1 treatment, respectively. Pielou's evenness index and community proneness (i.e., an estimate of the capacity of plant communities to support diseases) best explained variation in pathogen load, indicating that plant community-mediated effects (through evenness and proneness) of yak grazing determined pathogen load. Our study provides empirical evidence that grazing influences foliar fungal disease prevalence through plant community evenness and composition, which demonstrates the necessity of incorporating host plant community characteristics into disease load prediction frameworks.


Subject(s)
Herbivory , Mycoses , Plant Diseases , Biodiversity , Ecosystem , Phylogeny , Plants
8.
Environ Health ; 21(1): 59, 2022 06 16.
Article in English | MEDLINE | ID: mdl-35710419

ABSTRACT

BACKGROUND: Heatwaves are becoming more frequent and may acutely increase the risk of stillbirth, a rare and severe pregnancy outcome. OBJECTIVES: Examine the association between multiple heatwave metrics and stillbirth in six U.S. states. METHODS: Data were collected from fetal death and birth records in California (1996-2017), Florida (1991-2017), Georgia (1994-2017), Kansas (1991-2017), New Jersey (1991-2015), and Oregon (1991-2017). Cases were matched to controls 1:4 based on maternal race/ethnicity, maternal education, and county, and exposure windows were aligned (gestational week prior to stillbirth). County-level temperature data were obtained from Daymet and linked to cases and controls by residential county and the exposure window. Five heatwave metrics (1 categorical, 3 dichotomous, 1 continuous) were created using different combinations of the duration and intensity of hot days (mean daily temperature exceeding the county-specific 97.5th percentile) during the exposure window, as well as a continuous measure of mean temperature during the exposure window modeled using natural splines to allow for nonlinear associations. State-specific odds ratios (ORs) and 95% confidence intervals (CI) were estimated using conditional logistic regression models. State-specific results were pooled using a fixed-effects meta-analysis. RESULTS: In our data set of 140,428 stillbirths (553,928 live birth controls), three of the five heatwave metrics examined were not associated with stillbirth. However, four consecutive hot days during the previous week was associated with a 3% increase in stillbirth risk (CI: 1.01, 1.06), and a 1 °C average increase over the threshold was associated with a 10% increase in stillbirth risk (CI: 1.04, 1.17). In continuous temperature analyses, there was a slight increased risk of stillbirth associated with extremely hot temperatures (≥ 35 °C). DISCUSSION: Most heat wave definitions examined were not associated with acute changes in stillbirth risk; however, the most extreme heatwave durations and temperatures were associated with a modest increase in stillbirth risk.


Subject(s)
Hot Temperature , Stillbirth , Female , Humans , Odds Ratio , Pregnancy , Risk Factors , Stillbirth/epidemiology , Temperature
9.
Anal Chem ; 93(48): 15958-15963, 2021 12 07.
Article in English | MEDLINE | ID: mdl-34812034

ABSTRACT

Immune checkpoint therapy has provided a weapon against cancer, but its response rate has been extremely low due to the lack of effective predictors. Herein, we developed a FRET strategy based on lectin for glycan labeling and an aptamer for PD-L1 antigen recognition for visualization of PD-L1-specific glycosylation (FLAG). The FLAG strategy combines the PD-L1 aptamer, which efficiently labels the PD-L1 polyantigen with smaller steric hindrance than the PD-L1 antibody, and metabolism-free lectin labeling for glycosylation. As a result, the FLAG strategy enables in situ visualization of PD-L1-specific glycosylation on the tissue section while maintaining the spatial context and tissue architecture. Due to nonmetabolic labeling, the FLAG strategy revealed that the tissue level of PD-L1-specific glycosylation is correlated with the efficacy of PD-1/PD-L1 therapy. Overall, the FLAG strategy provides a powerful tool for revealing the significance of PD-L1 glycosylation, offering the unprecedented potential for immunophenotypic differential analysis to predict the immunotherapy response.


Subject(s)
B7-H1 Antigen , Neoplasms , Antibodies , B7-H1 Antigen/metabolism , Glycosylation , Humans , Immunotherapy , Neoplasms/drug therapy
10.
Environ Health ; 20(1): 47, 2021 04 23.
Article in English | MEDLINE | ID: mdl-33892728

ABSTRACT

BACKGROUND: The effect of heatwaves on adverse birth outcomes is not well understood and may vary by how heatwaves are defined. The study aims to examine acute associations between various heatwave definitions and preterm and early-term birth. METHODS: Using national vital records from 50 metropolitan statistical areas (MSAs) between 1982 and 1988, singleton preterm (< 37 weeks) and early-term births (37-38 weeks) were matched (1:1) to controls who completed at least 37 weeks or 39 weeks of gestation, respectively. Matching variables were MSA, maternal race, and maternal education. Sixty heatwave definitions including binary indicators for exposure to sustained heat, number of high heat days, and measures of heat intensity (the average degrees over the threshold in the past 7 days) based on the 97.5th percentile of MSA-specific temperature metrics, or the 85th percentile of positive excessive heat factor (EHF) were created. Odds ratios (OR) for heatwave exposures in the week preceding birth (or corresponding gestational week for controls) were estimated using conditional logistic regression adjusting for maternal age, marital status, and seasonality. Effect modification by maternal education, age, race/ethnicity, child sex, and region was assessed. RESULTS: There were 615,329 preterm and 1,005,576 early-term case-control pairs in the analyses. For most definitions, exposure to heatwaves in the week before delivery was consistently associated with increased odds of early-term birth. Exposure to more high heat days and more degrees above the threshold yielded higher magnitude ORs. For exposure to 3 or more days over the 97.5th percentile of mean temperature in the past week compared to zero days, the OR was 1.027 for early-term birth (95%CI: 1.014, 1.039). Although we generally found null associations when assessing various heatwave definitions and preterm birth, ORs for both preterm and early-term birth were greater in magnitude among Hispanic and non-Hispanic black mothers. CONCLUSION: Although associations varied across metrics and heatwave definitions, heatwaves were more consistently associated with early-term birth than with preterm birth. This study's findings may have implications for prevention programs targeting vulnerable subgroups as climate change progresses.


Subject(s)
Hot Temperature , Premature Birth/epidemiology , Adult , Case-Control Studies , Cities/epidemiology , Female , Humans , Infant, Newborn , Male , United States/epidemiology , Young Adult
11.
Angew Chem Int Ed Engl ; 60(33): 18111-18115, 2021 08 09.
Article in English | MEDLINE | ID: mdl-34043264

ABSTRACT

Exosomal glycoproteins play important roles in many physiological and pathological functions. Herein, we developed a dual labeling strategy based on a protein-specific aptamer tagging and metabolic glycan labeling for visualizing glycosylation of specific proteins on exosomes. The glycosylation of exosomal PD-L1 (exoPD-L1) was imaged in situ using intramolecular fluorescence resonance energy transfer (FRET) between fluorescent PD-L1 aptamers bound on exoPD-L1 and fluorescent tags on glycans introduced via metabolic glycan labeling. This method enables in situ visualization and biological function study of exosomal protein glycosylation. Exosomal PD-L1 glycosylation was confirmed to be required in interaction with PD-1 and participated in inhibiting of CD8+ T cell proliferation. This is an efficient and non-destructive method to study the presence and function of exosomal protein-specific glycosylation in situ, which provides a powerful tool for exosomal glycoproteomics research.


Subject(s)
Aptamers, Nucleotide/metabolism , B7-H1 Antigen/metabolism , Exosomes/chemistry , Polysaccharides/metabolism , Aptamers, Nucleotide/chemistry , B7-H1 Antigen/chemistry , Cell Line, Tumor , Exosomes/metabolism , Glycosylation , Humans , Polysaccharides/chemistry
12.
Angew Chem Int Ed Engl ; 60(14): 7582-7586, 2021 03 29.
Article in English | MEDLINE | ID: mdl-33382182

ABSTRACT

Tumor-derived exosomal proteins have emerged as promising biomarkers for cancer diagnosis, but the quantitation accuracy is hindered by large numbers of normal cell-derived exosomes. Herein, we developed a dual-target-specific aptamer recognition activated in situ connection system on exosome membrane combined with droplet digital PCR (ddPCR) (TRACER) for quantitation of tumor-derived exosomal PD-L1 (Exo-PD-L1 ). Leveraging the high binding affinity of aptamers, excellent selectivity of dual-aptamer recognition, and the high sensitivity of ddPCR, this method exhibits significant sensitivity and selectivity for tracing tumor-derived Exo-PD-L1 in a wash-free manner. Due to the excellent sensitivity, the level of tumor-derived Exo-PD-L1 detected by TRACER can distinguish cancer patients from healthy donors, and for the first time was identified as a more reliable tumor diagnostic marker than total Exo-PD-L1 . The TRACER strategy holds great potential for converting exosomes into reliable clinical indicators and exploring the biological functions of exosomes.


Subject(s)
Aptamers, Nucleotide/chemistry , B7-H1 Antigen/chemistry , Biomarkers, Tumor/chemistry , Exosomes/chemistry , Lung Neoplasms/diagnosis , Exosomes/metabolism , Exosomes/ultrastructure , Humans , Limit of Detection , Polymerase Chain Reaction , Sensitivity and Specificity , Signal Transduction , Tumor Microenvironment
13.
Angew Chem Int Ed Engl ; 60(11): 6021-6028, 2021 03 08.
Article in English | MEDLINE | ID: mdl-33206450

ABSTRACT

Click reactions have the advantages of high reactivity, excellent orthogonality, and synthetic accessibility. Inspired by click reactions, we propose the concept of "clipped aptamers", whose binding affinity is regulated by the "clip"-like specific interaction between a synthetic DNA-mismatch-binding small molecule (molecular glue, Z-NCTS) and the preset CGG/CGG sequences in nucleic acid sequences. In this study, we investigated a Z-NCTS-mediated de novo selection of clipped aptamers against epithelial cell adhesion molecule. The generated clipped aptamers can achieve the efficient transition from a binding-inactive state to an active state by clipping of Z-NCTS with two CGG sites, which otherwise would not hybridize. The experimental and simulation results showed that the clipped aptamer had ideal binding thermodynamics and the ability to regulate cellular adhesion. Because of this superior activated mechanism and structural diversity, clipped aptamers hold great potential in biosensing, imaging, conditional gene- and cellular behavior-regulation, and drug delivery.

14.
Angew Chem Int Ed Engl ; 60(18): 10266-10272, 2021 04 26.
Article in English | MEDLINE | ID: mdl-33561300

ABSTRACT

The COVID-19 pandemic caused by SARS-CoV-2 is threating global health. Inhibiting interaction of the receptor-binding domain of SARS-CoV-2 S protein (SRBD ) and human ACE2 receptor is a promising treatment strategy. However, SARS-CoV-2 neutralizing antibodies are compromised by their risk of antibody-dependent enhancement (ADE) and unfavorably large size for intranasal delivery. To avoid these limitations, we demonstrated an aptamer blocking strategy by engineering aptamers' binding to the region on SRBD that directly mediates ACE2 receptor engagement, leading to block SARS-CoV-2 infection. With aptamer selection against SRBD and molecular docking, aptamer CoV2-6 was identified and applied to prevent, compete with, and substitute ACE2 from binding to SRBD . CoV2-6 was further shortened and engineered as a circular bivalent aptamer CoV2-6C3 (cb-CoV2-6C3) to improve the stability, affinity, and inhibition efficacy. cb-CoV2-6C3 is stable in serum for more than 12 h and can be stored at room temperature for more than 14 days. Furthermore, cb-CoV2-6C3 binds to SRBD with high affinity (Kd =0.13 nM) and blocks authentic SARS-CoV-2 virus with an IC50 of 0.42 nM.


Subject(s)
Angiotensin-Converting Enzyme 2/metabolism , Antiviral Agents/pharmacology , Aptamers, Nucleotide/pharmacology , COVID-19 Drug Treatment , SARS-CoV-2/drug effects , Spike Glycoprotein, Coronavirus/metabolism , Antiviral Agents/chemistry , Aptamers, Nucleotide/chemistry , COVID-19/metabolism , Drug Discovery , HEK293 Cells , Humans , Molecular Docking Simulation , Protein Binding/drug effects , Protein Interaction Domains and Motifs/drug effects , SARS-CoV-2/chemistry , SARS-CoV-2/physiology , Spike Glycoprotein, Coronavirus/chemistry
15.
J Am Chem Soc ; 142(10): 4800-4806, 2020 03 11.
Article in English | MEDLINE | ID: mdl-32049531

ABSTRACT

The ubiquitous biomembrane interface, with its dynamic lateral fluidity, allows membrane-bound components to rearrange and localize for high-affinity multivalent ligand-receptor interactions in diverse life activities. Inspired by this, we herein engineered a fluidic multivalent nanointerface by decorating a microfluidic chip with aptamer-functionalized leukocyte membrane nanovesicles for high-performance isolation of circulating tumor cells (CTCs). This fluidic biomimetic nanointerface with active recruitment-binding afforded significant affinity enhancement by 4 orders of magnitude, exhibiting 7-fold higher capture efficiency compared to a monovalent aptamer functionalized-chip in blood. Meanwhile, this soft nanointerface inherited the biological benefits of a natural biomembrane, minimizing background blood cell adsorption and maintaining excellent CTC viability (97.6%). Using the chip, CTCs were successfully detected in all cancer patient samples tested (17/17), suggesting the high potential of this fluidity-enhanced multivalent binding strategy in clinical applications. We expect this bioengineered interface strategy will lead to the design of innovative biomimetic platforms in the biomedical field by leveraging natural cell-cell interaction with a natural biomaterial.


Subject(s)
Aptamers, Nucleotide/chemistry , Cell Membrane/chemistry , Cell Separation/methods , Nanostructures/chemistry , Neoplastic Cells, Circulating/chemistry , Adult , Aged , Aged, 80 and over , Cell Line, Tumor , Cell Separation/instrumentation , Cell Survival , Female , Humans , Lab-On-A-Chip Devices , Leukocytes/chemistry , Male , Microfluidics/instrumentation , Microfluidics/methods , Middle Aged
16.
Anal Chem ; 92(4): 3307-3314, 2020 02 18.
Article in English | MEDLINE | ID: mdl-31876151

ABSTRACT

Molecular recognition ligands are of great significance in many fields, but our ability to develop new recognition molecules remains to be expanded. Here, we developed a Sequential Multidimensional Analysis algoRiThm for aptamer discovery (SMART-Aptamer) from high-throughput sequencing (HTS) data of SELEX libraries based on multilevel structure analysis and unsupervised machine learning to discover nucleic acid recognition ligands with high accuracy and efficiency. We validated SMART-Aptamer with three sets of HTS data from screening pools against hESCs, EpCAM, and CSV. High affinity aptamers for all three targets were successfully obtained, and the results revealed that SMART-Aptamer is able to pick out high affinity aptamers with low false positive and negative rates. With the advantages of accuracy, efficiency, and robustness, SMART-Aptamer represents a paradigm-shift strategy for the discovery of binding ligands for a variety of biomedical applications.

17.
Anal Chem ; 92(14): 9895-9900, 2020 07 21.
Article in English | MEDLINE | ID: mdl-32551560

ABSTRACT

The World Health Organization has declared the outbreak of a novel coronavirus (SARS-CoV-2 or 2019-nCoV) as a global pandemic. However, the mechanisms behind the coronavirus infection are not yet fully understood, nor are there any targeted treatments or vaccines. In this study, we identified high-binding-affinity aptamers targeting SARS-CoV-2 RBD, using an ACE2 competition-based aptamer selection strategy and a machine learning screening algorithm. The Kd values of the optimized CoV2-RBD-1C and CoV2-RBD-4C aptamers against RBD were 5.8 nM and 19.9 nM, respectively. Simulated interaction modeling, along with competitive experiments, suggests that two aptamers may have partially identical binding sites at ACE2 on SARS-CoV-2 RBD. These aptamers present an opportunity for generating new probes for recognition of SARS-CoV-2 and could provide assistance in the diagnosis and treatment of SARS-CoV-2 while providing a new tool for in-depth study of the mechanisms behind the coronavirus infection.


Subject(s)
Aptamers, Nucleotide/analysis , Betacoronavirus/chemistry , Spike Glycoprotein, Coronavirus/analysis , Algorithms , Angiotensin-Converting Enzyme 2 , Animals , Betacoronavirus/genetics , COVID-19 , Coronavirus Infections , Cross Reactions , DNA, Viral/chemistry , Humans , Machine Learning , Mice , Molecular Docking Simulation , Mutation , Pandemics , Peptidyl-Dipeptidase A/drug effects , Peptidyl-Dipeptidase A/genetics , Pneumonia, Viral , SARS-CoV-2 , Sensitivity and Specificity
18.
Anal Chem ; 92(7): 5178-5184, 2020 04 07.
Article in English | MEDLINE | ID: mdl-32148021

ABSTRACT

Circulating tumor cells (CTCs) undergoing epithelial mesenchymal transition (EMT) play an essential role in metastasis and have a better correlation with poor disease outcomes, but the most current affinity-based enrichment methods rely on targeting epithelial markers, which are less effective in capturing CTCs undergoing EMT. Herein, we identified and optimized an aptamer (ZY5C) sequence with high binding affinity and specificity against cell surface vimentin (CSV), which is overexpressed on the post-EMT CTCs. Not only can the hairpin-structured ZY5C aptamer specifically recognize a number of cancer cells with native CSV expression, but it can also bind to CSV expressed on EMT-cells. The Kd value of the ZY5C aptamer against CSV-positive T24 cells was found to be 38 ± 4 nM. Using the evolved ZY5C aptamer and multivalent ZY5C aptamer-functionalized chip, we were able to isolate CTCs from the blood of adenocarcinoma, sarcoma, and carcinosarcoma patients. Overall, this ZY5C aptamer and isolation method bring a fresh approach to CTCs analysis, which not only detects CTCs from nonepithelial origin, but also provides an efficient way to in-depth study the role of post-EMT CTCs in clinical application and metastasis mechanisms.


Subject(s)
Aptamers, Nucleotide/chemistry , Epithelial-Mesenchymal Transition , Neoplastic Cells, Circulating/metabolism , Vimentin/chemistry , Cell Line , Flow Cytometry , HEK293 Cells , Humans , Neoplastic Cells, Circulating/pathology , Vimentin/isolation & purification
19.
Angew Chem Int Ed Engl ; 59(33): 14115-14119, 2020 08 10.
Article in English | MEDLINE | ID: mdl-32394524

ABSTRACT

Microfluidic chips with nano-scale structures have shown great potential, but the fabrication and cost issues restrict their application. Herein, we propose a conceptually new "DNA nanolithography in a microfluidic chip" by using sub-10 nm three-dimensional DNA structures (TDNs) as frameworks with a pendant aptamer at the top vertex (ApTDN-Chip). The nano-scale framework ensures that the aptamer is in a highly ordered upright orientation, avoiding the undesired orientation or crowding effects caused by conventional microfluidic interface fabrication processes. Compared with a monovalent aptamer modified chip, the capture efficiency of ApTDN-Chip was enhanced nearly 60 % due to the highly precise dimension and rigid framework of TDNs. In addition, the scaffolds make DNase I more accessible to the aptamer with up to 83 % release efficiency and 91 % cell viability, which is fully compatible with downstream molecular analysis. Overall, this strategy provides a novel perspective on engineering nano-scaffolds to achieve a more ordered nano-topography of microfluidic chips.


Subject(s)
DNA/chemistry , Microfluidic Analytical Techniques/instrumentation , Nanotechnology , Neoplastic Cells, Circulating/pathology , Cell Line, Tumor , Cell Separation/methods , Humans , Nucleic Acid Conformation
20.
Angew Chem Int Ed Engl ; 59(12): 4800-4805, 2020 03 16.
Article in English | MEDLINE | ID: mdl-31912940

ABSTRACT

Immunotherapy has revolutionized cancer treatment, but its efficacy is severely hindered by the lack of effective predictors. Herein, we developed a homogeneous, low-volume, efficient, and sensitive exosomal programmed death-ligand 1 (PD-L1, a type of transmembrane protein) quantitation method for cancer diagnosis and immunotherapy response prediction (HOLMES-ExoPD-L1 ). The method combines a newly evolved aptamer that efficiently binds to PD-L1 with less hindrance by antigen glycosylation than antibody, and homogeneous thermophoresis with a rapid binding kinetic. As a result, HOLMES-ExoPD-L1 is higher in sensitivity, more rapid in reaction time, and easier to operate than existing enzyme-linked immunosorbent assay (ELISA)-based methods. As a consequence of an outstanding improvement of sensitivity, the level of circulating exosomal PD-L1 detected by HOLMES-ExoPD-L1 can effectively distinguish cancer patients from healthy volunteers, and for the first time was found to correlate positively with the metastasis of adenocarcinoma. Overall, HOLMES-ExoPD-L1 brings a fresh approach to exosomal PD-L1 quantitation, offering unprecedented potential for early cancer diagnosis and immunotherapy response prediction.


Subject(s)
B7-H1 Antigen/analysis , Exosomes/chemistry , Immunotherapy , Neoplasms/diagnosis , Neoplasms/therapy , B7-H1 Antigen/immunology , Cell Line, Tumor , Exosomes/immunology , Humans , Neoplasms/immunology
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