High-affinity Aptamers Research Articles

Pre-Defined Stem-Loop Structure Library for the Discovery of L-RNA Aptamers that Target RNA G-Quadruplexes.

L-RNA aptamers have been developed to target G-quadruplexes (G4s) and regulate G4-mediated gene expression. However, the aptamer selection process is laborious and challenging, and aptamer identification is subjected to high failure rate. By analyzing the previously reported G4-binding L-RNA aptamers, we found that the stem-loop (SL) structure is favored by G4 binding. Herein, we present a robust and effective G4-SLSELEX-Seq platform specifically for G4 targets by introducing a pre-defined stem-loop structure library during SELEX process. Using G4-SLSELEX-Seq, we rapidly identified an L-RNA aptamer, L-Apt1-12 for EBNA1 RNA G4 (rG4) in just three selection rounds. L-Apt1-12 maintained the stem-loop structure initially introduced, and possessed a unique G-triplex motif that is important for the strong binding affinity and specificity to EBNA1 rG4. Notably, L-Apt1-12 effectively downregulated endogenous EBNA1 protein expression in human cancer cells and showed selective toxicity towards EBV-positive cancer cells, highlighting its potential for targeted therapy against EBV-associated cancers. Furthermore, we demonstrate the robustness and generality of G4-SLSELEX-Seq by selecting L-RNA aptamers for another two G4 targets-APP rG4 and HCV-1a rG4, also obtaining high-affinity aptamers in three selection rounds. These findings demonstrated G4-SLSELEX-Seq can be a robust and efficient platform for the selection of L-RNA aptamers targeting rG4.

An Ultrahigh Affinity DNA Aptamer for Quinine and Its Intrinsic Fluorescence Based Label-free Detection.

Measuring quinine is critical for the detection of its overdose, understanding its pharmacological and toxicological effects, and monitoring its pollution. While a previously reported aptamer named MN4 can bind quinine, it was not selected for it, leading to compromised binding affinity and specificity. In this work, a new quinine aptamer was isolated using the library immobilization capture-SELEX technique. The Q1 aptamer has a Kd value of 10 nM determined by an isothermal titration calorimetry experiment and 45 nM in a fluorescence binding assay. A 3.5 nM quinine limit of detection was obtained based on the aptamer binding-induced quenching of the intrinsic fluorescence of quinine. A large blue shift in fluorescence was observed for quinine upon binding to Q1, whereas binding to MN4 led to a very small red shift, indicating different ways of quinine binding by these two aptamers. Q1 did not bind cocaine based on NMR spectroscopy and fluorescence assays also indicated excellent selectivity against other tested molecules. This work has supplied a high affinity aptamer for quinine that can be useful for its detection and fundamental aptamer binding studies. It also highlights the advantages of using capture-SELEX to isolate aptamers for small molecules.

Thieno[3,2-b]thiophene for the Construction of Far-Red Molecular Rotor Hemicyanines as High-Affinity DNA Aptamer Fluorogenic Reporters.

The construction of far-red fluorescent molecular rotors (FMRs) is an imperative task for developing nucleic acid stains that have superior compatibility with cellular systems and complex matrices. A typical strategy relies on the methine extension of asymmetric cyanines, which unfortunately fails to produce sensitive rotor character. To break free from this paradigm, we have synthesized far-red hemicyanines using a dimethylamino thieno[3,2-b]thiophene donor. The resultant probes, designated as ATh2Ind and ATh2Btz, possess excitation maxima (λmax) of >600 nm and have been rigorously characterized by NMR, electrochemistry, and computational methods. The dyes possess alternating charge patterns like indodicarbocyanine (Cy5), but with twisted intramolecular charge transfer (TICT) rotational barriers at 60°, akin to the classical FMR thiazole orange (TO1). ATh2Btz also displays cyanine characteristics, enhancing its response upon binding to nucleic acids and allowing for efficient staining of cellular nuclei. When binding to the DNA aptamer for quinine (MN4), ATh2Btz exhibits a Kd of 17 nM, a 660-fold light-up response, brightness (Φfl x εmax) of ∼37,000 M-1cm-1, and λex/λem of 655/677 nm. The resulting far-red DNA-based MN4-ATh2Btz platform has been termed "pomegranate."

Higher Affinity Enables More Accurate Detection of SARS-CoV-2 in Human Saliva Using Aptamer-Based Litmus Test.

Many aptamers have been generated by systematic evolution of ligands by exponential enrichment (SELEX) to recognize spike proteins of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2&ek), some of which have been engineered into dimeric and trimeric versions for enhanced affinity for diagnostic applications. However, no studies have been conducted to compare the utilities of monomeric, dimeric and trimeric aptamers in diagnostic assays with real clinical samples to answer the question of what levels of affinity an aptamer must have for accurate clinical diagnostics. Herein, we carried out a comparative study with two monomeric aptamers MSA1 and MSA5, one dimeric aptamer and two homotrimeric aptamers constructed with MSA1 and MSA5, with affinity varying by 1000-fold. Using a colorimetric sandwich assay to analyze 48 human saliva samples, we found that the trimeric aptamer assay (Kd≈10 pM) can identify the SARS-CoV-2 infection much more accurately than the dimeric aptamer assay (Kd≈100 pM) and monomeric aptamer assay (Kd≈10,000 pM). Based on the experimental data, we theoretically predict the levels of affinity an aptamer needs to possess to achieve 80-100 % sensitivity and 100 % specificity. The findings from this study highlight the need for deriving very high affinity aptamers to enable highly accurate detection of viral infection for future pandemics.

Development and Characterization of High-Affinity Aptamers for HIV Protease Detection

Development and Characterization of High-Affinity Aptamers for HIV Protease Detection

Exploring the Lower Limit of Target Concentration in Capture-SELEX Using Guanine as a Model Target.

During an aptamer selection, using a lower target concentration may result in aptamers with a higher binding affinity. Consequently, this begs the question of whether there is a lower limit for target concentration. In this work, we conducted three aptamer selections using 5 µM, 500 nM and 50 nM guanine as the targets, respectively. Successful enrichment of the same guanine aptamers was achieved at both 5 µM and 500 nM guanine, but not with 50 nM. Using 5 µM guanine, the aptamer was enriched in eight rounds of selection, compared to that for 500 nM, which was accomplished in 17 rounds. We discuss the relation of optimal target concentration to the observed Kd value of the resulting aptamers, of which the highest affinity aptamer had a measured Kd of 200 nM. Additionally, we investigated the binding of the aptamers through mutation studies, revealing a critical cytosine. Mutating this cytosine to a thymine switched the selectivity from guanine to adenine, which is reminiscent of the guanine riboswitch. This study revealed a limit in using low target concentration, and the insights described in this article will be useful for guiding the choice of target concentration during capture-SELEX.

The efficient screening of avermectin B1a aptamer and colorimetric detection of its regulation of Ru NPs peroxidase-like activity

Avermectin is a dual-purpose antibiotic used in agriculture and livestock. Its widespread and massive use leads to its accumulation in the biological chain, causing significant impact on human food safety. Therefore, there is a need to establish a rapid and effective method for the detection of avermectin. In this study, a combination of the GO-SELEX and CE-SELEX methods was employed to screen aptamers for avermectin B1a from a ssDNA random library. After 7 rounds of selection, three aptamers with high enrichment and low homogeneity were chosen for affinity analysis, and the aptamer Seq 1 with the highest affinity was obtained. Optimized and truncated Seq 1 yielded the final high-affinity and specific aptamer, Seq 1–1. Based on the inhibitory effect of Seq 1–1 aptamer on the peroxidase-like activity of ruthenium nanoparticles (Ru NPs), for the first time, we developed a simple and stable colorimetric aptasensor for the detection of residual avermectin B1a. The linear range of the colorimetric sensor is 6.25–100 nM, with a minimum detection limit of 5.86 nM. In addition, the constructed sensor was used to detect avermectin B1a in milk and tomatoes, with a recovery rate of 92.86 %–101.49 %. This indicates that the sensor has broad application prospects in the detection of avermectin samples in animal husbandry and agriculture.

Higher Affinity Enables More Accurate Detection of SARS‐CoV‐2 in Human Saliva Using Aptamer‐based Litmus Test

Many aptamers have been generated by SELEX to recognize spike proteins of SARS‐CoV‐2, some of which have been engineered into dimeric and trimeric versions for enhanced affinity for diagnostic applications. However, no studies have been conducted to compare the utilities of monomeric, dimeric and trimeric aptamers in diagnostic assays with real clinical samples to answer the question of what levels of affinity an aptamer must have for accurate clinical diagnostics. Herein, we carried out a comparative study with two monomeric aptamers MSA1 and MSA5, one dimeric aptamer and two homotrimeric aptamers constructed with MSA1 and MSA5, with affinity varying by 1000‐fold. Using a colorimetric sandwich assay to analyze 48 human saliva samples, we found that the trimeric aptamer assay (Kd = ~10 pM) can identify the SARS‐CoV‐2 infection much more accurately than the dimeric aptamer assay (Kd = ~100 pM) and monomeric aptamer assay (Kd = ~10,000 pM). Based on the experimental data, we theoretically predict the levels of affinity an aptamer needs to possess to achieve 80‐100% sensitivity and 100% specificity. The findings from this study highlight the need for deriving very high affinity aptamers to enable highly accurate detection of viral infection for future pandemics.

Bioluminescent aptamer-based microassay for detection of melanoma inhibitory activity protein (MIA).

Melanoma inhibitory activity protein (MIA) does obviously offer the potential to reveal clinical manifestations of melanoma. Despite a pressing need for effective diagnosis of this highly fatal disease, there are no clinically approved MIA detection ELISA kits available. A recommended MIA threshold has not yet been defined, mostly by reason of variability in immunoglobulins' affinity and stability, the difference in sample preparation and assay conditions. Here we present a pair of high-affinity DNA aptamers developed as an alternative recognition and binding element for MIA detection. Their stability and reproducible synthesis are expected to ensure this analysis under standard conditions. The devised aptamer-based solid-phase microassay of model standard and control human sera involves luciferase NLuc as a highly sensitive reporter. Bioluminescence dependence on MIA concentration ranges in a linear manner from 2.5 to 250 ng mL-1, providing a MIA detection limit of 1.67 ± 0.57 ng mL-1.

Cell-SELEX for aptamer discovery and its utilization in constructing electrochemical biosensor for rapid and highly sensitive detection of Legionella pneumophila serogroup 1

This study introduces an innovative electrochemical aptasensor designed for the highly sensitive and rapid detection of Legionella pneumophila serogroup 1 (L. pneumophila SG1), a particularly virulent strain associated with Legionellosis. Employing a rigorous selection process utilizing cell-based systematic evolution of ligands by exponential enrichment (cell-SELEX), we identified new high-affinity aptamers specifically tailored for L. pneumophila SG1. The selection process encompassed ten rounds of cell-SELEX cycles with live L. pneumophila, including multiple counter-selection steps against the closely related Legionella sub-species. The dissociation constant (Kd) of the highest affinity sequence to L. pneumophila SG1 was measured at 14.2 nM, representing a ten-fold increase in affinity in comparison with the previously reported aptamers. For the development of electrochemical aptasensor, a gold electrode was modified with the selected aptamer through the formation of self-assembled monolayers (SAMs). The newly developed aptasensor exhibited exceptional sensitivity, and specificity in detecting and differentiating various Legionella sp., with a detection limit of 5 colony forming units (CFU)/mL and an insignificant/negligible cross-reactivity with closely related sub-species. Furthermore, the aptasensor effectively detected L. pneumophila SG1 in spiked water samples, demonstrating an appreciable recovery percentage. This study shows the potential of our aptamer-based electrochemical biosensor as a promising approach for detecting L. pneumophila SG1 in diverse environments.

Screening and identification of DNA nucleic acid aptamers against F1 protein of Yersinia pestis using SELEX method.

Yersinia pestis is a bacterium that causes the disease plague. It has caused the deaths of many people throughout history. The bacterium possesses several virulence factors (pPla, pFra, and PYV). PFra plasmid encodes fraction 1 (F1) capsular antigen. F1 protein protects the bacterium against host immune cells through phagocytosis process. This protein is specific for Y. pestis. Many diagnostic techniques are based on molecular and serological detection and quantification of F1 protein in different food and clinical samples. Aptamers are small nucleic acid sequences that can act as specific ligands for many targets.This study, aimed to isolate the high-affinity ssDNA aptamers against F1 protein. In this study, SELEX was used as the main strategy in screening aptamers. Moreover, enzyme-linked aptamer sorbent assay (ELASA) and surface plasmon resonance (SPR) were used to determine the affinity and specificity of obtained aptamers to F1 protein. The analysis showed that among the obtained aptamers, the three aptamers of Yer 21, Yer 24, and Yer 25 were selected with a KD value of 1.344E-7, 2.004E-8, and 1.68E-8M, respectively. The limit of detection (LoD) was found to be 0.05, 0.076, and 0.033μg/ml for Yer 21, Yer 24, and Yer 25, respectively. This study demonstrated that the synthesized aptamers could serve as effective tools for detecting and analyzing the F1 protein, indicating their potential value in future diagnostic applications.

Towards monitoring of critical illness via the detection of histones with extended gate field-effect transistor sensors

Extracellular histone proteins in the blood indicate a heightened risk of morbidity after trauma or in major illnesses such as sepsis. We present the development of an aptasensor for histone detection with an extended gate field-effect transistor (EGFET) configuration, which benefits from low power consumption, rapid response, and compatibility with miniaturized gold electrodes. Histones have a high isoelectric point and charge density, which cause them to physically adsorb to non-specific elements of the sensor that have available electrostatic charges. To combat this, the sensing surface is formed with a thiol-modified, high-affinity and histone-specific RNA aptamer sequence and by co-immobilizing with poly(ethylene glycol) methyl ether thiol (PEG) as a blocking agent. Surface plasmon resonance (SPR) is used to analyze aptamer and PEG immobilization strategies, confirm histone binding, and calculate kinetic binding constants. Through comparison of different blocking agents and time-dependent preparation, the ideal equilibrium dissociation constant (KD) is estimated to be below 200 pM, which is the upper range of extracellular histone concentrations in critically ill patients with high mortality. The EGFET sensitivity of the optimized aptasensor is 6.65 mV/decade concentration change for histone H4 with a physiologically relevant 5 pM limit of detection. Selectivity tests with 100 nM bovine serum albumin (BSA) demonstrate a signal response that is 13-fold smaller than for histones. This EGFET aptasensor platform is suitable for future point-of-care monitoring of histone levels in critically ill patients, thus permitting the early detection of increased risk and the need for more aggressive interventional measures to prevent mortality.

Target proteins-regulated DNA nanomachine-electroactive substance complexes enable separation-free electrochemical detection of clinical exosome

Simple and reliable profiling of tumor-derived exosomes (TDEs) holds significant promise for the early detection of cancer. Nonetheless, this remains challenging owing to the substantial heterogeneity and low concentration of TDEs. Herein, we devised an accurate and highly sensitive electrochemical sensing strategy for TDEs via simultaneously targeting exosomal mucin 1 (MUC1) and programmed cell death ligand 1 (PD-L1). This approach employs high-affinity aptamers as specific recognition elements, utilizes rolling circle amplification and DNA nanospheres as effective bridges and signal amplifiers, and leverages methylene blue (MB) and doxorubicin (DOX) as robust signal reporters. The crux of this separation- and label-free method is the specific response of MB and DOX to G-quadruplex structures and DNA nanospheres, respectively. Quantifying TDEs using this strategy enabled precise discrimination of lung cancer patients (n = 25) from healthy donors (n = 12), showing 100% specificity (12/12), 92% sensitivity (23/25), and an overall accuracy of 94.6% (35/37), with an area under the receiver operating characteristic curve (AUC) of 0.97. Furthermore, the assay results strongly correlated with findings from computerized tomography and pathological analyses. Our approach could facilitate the early diagnosis of lung cancer through TDEs-based liquid biopsy.

Single-Round Circular Aptamer Discovery Using Bioinspired Magnetosome-Like Magnetic Chain Cross-Linked Graphene Oxide.

Circular aptamers are promising candidates for analytical and therapeutic applications due to their enhanced biological and structural stability. However, the process of circular aptamer selection remains a great challenge, as it requires multiple rounds of binding-separation-amplification that involves issues with nonspecific binding and amplification bias. Here, we develop a highly practical solution for reliable selection of circular aptamers in a single round based on magnetosome-like magnetic chain cross-linked graphene oxide (separation efficiency ≈ 105). High-affinity aptamer candidates can be rapidly selected from a preenriched circular DNA library, while low-affinity candidates are effectively adsorbed and separated by magnetosome-like magnetic chain cross-linked graphene oxide. With lipopolysaccharide as a representative model, the single-round selected lipopolysaccharide circular aptamer has been identified to have a high binding affinity with a Kd value of low to nanomolar range. Using this method, circular aptamers for protein and small-molecule targets were also successfully generated. We envision that this approach will accelerate the discovery of various new circular aptamers and open up a new avenue for analytical and therapeutic studies.

High-Precision Viral Detection Using Electrochemical Kinetic Profiling of Aptamer-Antigen Recognition in Clinical Samples and Machine Learning.

High-precision viral detection at point of need with clinical samples plays a pivotal role in the diagnosis of infectious diseases and the control of a global pandemic. However, the complexity of clinical samples that often contain very low viral concentrations makes it a huge challenge to develop simple diagnostic devices that do not require any sample processing and yet are capable of meeting performance metrics such as very high sensitivity and specificity. Herein we describe a new single-pot and single-step electrochemical method that uses real-time kinetic profiling of the interaction between a high-affinity aptamer and an antigen on a viral surface. This method generates many data points per sample, which when combined with machine learning, can deliver highly accurate test results in a short testing time. We demonstrate this concept using both SARS-CoV-2 and Influenza A viruses as model viruses with specifically engineered high-affinity aptamers. Utilizing this technique to diagnose COVID-19 with 37 real human saliva samples results in a sensitivity and specificity of both 100 % (27 true negatives and 10 true positives, with 0 false negative and 0 false positive), which showcases the superb diagnostic precision of this method.

Advancing the Diagnosis of Periprosthetic Joint Infections: Integrated Microfluidic Platform for Alpha-Defensins-Specific Aptamer Selection and Its Analytical Applications.

Periprosthetic joint infections (PJIs) pose a significant challenge in orthopedic surgery, particularly total joint arthroplasty (TJA), due to the potential for implant failure and increased patient morbidity. Early and accurate detection of PJIs is crucial for timely intervention and better patient prognosis. Herein, we successfully screened a high-affinity aptamer targeting alpha-defensin complex human neutrophil protein 1-3 (HNP 1-3; potential PJI biomarkers in synovial fluid [SF]) for the first time using systematic evolution of ligands by exponential enrichment (SELEX) on an integrated microfluidic platform. The compact microfluidic device enabled efficient screening, with each round completed within <2 h, comprising five rounds of positive selection, two rounds of negative selection, and one round of competitive selection. A novel one-aptamer-one-antibody assay was further developed from the optimal aptamer screened, and it could accurately quantify HNP 1-3 in SF within 3 h with only ∼50 μL of SF. The assay demonstrated strong binding affinity and specificity for the target protein in SF. Thirteen PJI SF samples were accurately diagnosed and the assay was accurate over a wide dynamic range (0.32-100 mg/L). This study has showcased a rapid and accurate diagnostic tool for PJI detection, which should see widespread use in the clinic, holding promise for potential analytical applications in orthopedic surgery and improving patient care.

IMPATIENT-qPCR: monitoring SELEX success during in vitro aptamer evolution

SELEX (Systematic Evolution of Ligands by Exponential enrichment) processes aim on the evolution of high-affinity aptamers as binding entities in diagnostics and biosensing. Aptamers can represent game-changers as constituents of diagnostic assays for the management of instantly occurring infectious diseases or other health threats. Without in-process quality control measures SELEX suffers from low overall success rates. We present a quantitative PCR method for fast and easy quantification of aptamers bound to their targets. Simultaneous determination of melting temperatures (Tm) of each SELEX round delivers information on the evolutionary success via the correlation of increasing GC content and Tm alone with a round-wise increase of aptamer affinity to the respective target. Based on nine successful and published previous SELEX processes, in which the evolution/selection of aptamer affinity/specificity was demonstrated, we here show the functionality of the IMPATIENT-qPCR for polyclonal aptamer libraries and resulting individual aptamers. Based on the ease of this new evolution quality control, we hope to introduce it as a valuable tool to accelerate SELEX processes in general.IMPATIENT-qPCR SELEX success monitoring. Selection and evolution of high-affinity aptamers using SELEX technology with direct aptamer evolution monitoring using melting curve shifting analyses to higher Tm by quantitative PCR with fluorescence dye SYBR Green I.Key points• Fast and easy analysis.• Universal applicability shown for a series of real successful projects.Graphical

Advancing Genetic Alphabet Expansion: Synthesis of 7-(2-Thienyl)-Imidazo[4,5-b]pyridine (Ds) and 4-(4-Pentyne-1,2-diol)-1-Propynyl-2-Nitropyrrole (Diol-Px) for Use in Replicable Unnatural Base Pairs for PCR Applications.

Expanding the genetic alphabet enhances DNA recombinant technologies by introducing unnatural base pairs (UBPs) beyond the standard A-T and G-C pairs, leading to biomaterials with novel and increased functionalities. Recent developments include UBPs that effectively function as a third base pair in replication, transcription, and/or translation processes. One such UBP, Ds-Px, demonstrates extremely high specificity in replication. Chemically synthesized DNA fragments containing Ds bases are amplified by PCR with the 5'-triphosphates of Ds and Px deoxyribonucleosides (dDsTP and dPxTP). The Ds-Px pair system has applications in enhanced DNA data storage, generation of high-affinity DNA aptamers, and incorporation of functional elements into RNA through transcription. This protocol describes the synthesis of the amidite derivative of Ds (dDs amidite), the triphosphate dDsTP, and the diol-modified dPxTP (Diol-dPxTP) for PCR amplifications involving the Ds-Px pair. © 2024 Wiley Periodicals LLC. Basic Protocol 1: Synthesis of Ds deoxyribonucleoside (dDs) Basic Protocol 2: Synthesis of dDs amidite Basic Protocol 3: Synthesis of dDs triphosphate (dDsTP) Basic Protocol 4: Synthesis of Pn deoxyribonucleoside (4-iodo-dPn) Basic Protocol 5: Synthesis of acetyl-protected diol-modified Px deoxyribonucleoside (Diol-dPx) Basic Protocol 6: Synthesis of Diol-dPx triphosphate (Diol-dPxTP) Basic Protocol 7: Purification of triphosphates Support Protocol 1: Synthesis of Hoffer's chlorosugar Support Protocol 2: Preparation of 0.5 M pyrophosphate in DMF Support Protocol 3: Preparation of 2 M TEAB buffer.

Study of dual binding specificity of aptamer to ochratoxin A and norfloxacin and the development of fluorescent aptasensor in milk detection

Target specificity, one of aptamer characteristics that determine recognition efficiency of biosensors, is generally considered to be an intrinsic property of aptamer. However, a high-affinity aptamer may have additional target binding specificity, little is known about the specificity of aptamer binding to multiple targets, which may result in false-positive results that hinder the accuracy of detection. Herein, an aptamer OBA3 with dual target ochratoxin A (OTA) and norfloxacin (NOR) was used as an example to explore the binding specificity mechanism and developed rapid fluorescent aptasensing methods. The nucleotide 15th T of aptamer OBA3 was demonstrated to be critical for specificity and affinity binding of target OTA via site-saturation mutagenesis. Substituting the 15th T base for C base could directly improve recognition specificity of aptamer for NOR and remove the binding affinity for OTA. The combination of π-π stacking interactions, salt bridges and hydrogen bonds between loop pocket of aptamer and quinolone skeleton, piperazinyl group may contributes to the fluoroquinolone antibiotics (NOR and difloxacin)-aptamer recognition interaction. Based on this understanding, a dual-aptamer fluorescent biosensor was fabricated for simultaneous detection of OTA and NOR, which has a linear detection range of 50–6000 nM with a detection limit of 31 nM for OTA and NOR. Combined with T15C biosensor for eliminating interference of OTA, the assay was applied to milk samples with satisfactory recovery (94.06–100.93%), which can achieve detection of OTA and NOR individually within 40 min.

In Silico Study on a Binding Mechanism of ssDNA Aptamers Targeting Glycosidic Bond-Containing Small Molecules.

Aptamer-based detection targeting glycoconjugates has attracted significant attention for its remarkable potential in identifying structural changes in saccharides in different stages of various diseases. However, the challenges in screening aptamers for small carbohydrates or glycoconjugates, which contain highly flexible and diverse glycosidic bonds, have hindered their application and commercialization. In this study, we investigated the binding conformations between three glycosidic bond-containing small molecules (GlySMs; glucose, N-acetylneuraminic acid, and neomycin) and their corresponding aptamers in silico, and analyzed factors contributing to their binding affinities. Based on the findings, a novel binding mechanism was proposed, highlighting the central role of the stem structure of the aptamer in binding and recognizing GlySMs and the auxiliary role of the mismatched bases in the adjacent loop. Guided by this binding mechanism, an aptamer with a higher 6'-sialyllactose binding affinity was designed, achieving a KD value of 4.54 ± 0.64 μM in vitro through a single shear and one mutation. The binding mechanism offers crucial guidance for designing high-affinity aptamers, enhancing the virtual screening efficiency for GlySMs. This streamlined workflow filters out ineffective binding sites, accelerating aptamer development and providing novel insights into glycan-nucleic acid interactions.