What is an Aptamer? First, a quick reminder: Aptamers are short, single-stranded DNA or RNA oligonucleotides that bind to a specific target with high affinity and specificity. They are often called "chemical antibodies." The Core Service: SELEX (The Screening Process) The service revolves around executing a SELEX (Systematic Evolution of Ligands by EXponential enrichment) campaign. This is an iterative, in-vitro combinatorial chemistry process that screens a vast random library (10^14 - 10^15 unique sequences) to find the few that bind your target. A standard SELEX workflow includes: Library Design & Synthesis: Creating the initial random oligonucleotide pool. Incubation: The library is exposed to the target. Partitioning: Bound sequences are separated from unbound ones (the most critical step, varying by target type). Amplification: The bound sequences are amplified (usually by PCR for DNA, RT-PCR for RNA). Counter-Selection (Negative Selection): To increase specificity, the pool is exposed to non-target surfaces (e.g., immobilization matrix, related proteins) to remove non-specific binders. Repetition: Steps 2-5 are repeated for 8-15 rounds until a high-affinity pool is enriched. Cloning & Sequencing: The final pool is cloned, and individual aptamer sequences are identified via Next-Generation Sequencing (NGS). Bioinformatics & Analysis: NGS data is analyzed to identify candidate sequences, often clustered into families based on sequence/structure motifs. Characterization: Top candidates…
Traditional SELEX (Systematic Evolution of Ligands by EXponential enrichment) is a method to select high-affinity, specific nucleic acid aptamers from a vast random library (10¹³-10¹⁵ sequences). The bottleneck has always been the final cloning and Sanger sequencing of only a few dozen candidates, which often misses rare, high-performance aptamers. NGS-assisted SELEX integrates Next-Generation Sequencing at multiple rounds of the SELEX process. This provides a massive, data-rich view of the entire evolutionary landscape, enabling intelligent selection and identification of the best aptamers. Typical Workflow of an NGS-Assisted SELEX Service A professional service provider will manage this entire pipeline: Project Design & Library Synthesis: Collaboration to define target (protein, small molecule, cell), counter-selection requirements, and library design (random region length, fixed primers for NGS). Parallel SELEX Execution: Performing the iterative selection process (binding, partitioning, amplification) across multiple rounds (usually 8-12). Key NGS Integration Points: Initial Library Analysis: Sequencing the naive library to confirm diversity and complexity. Monitoring Rounds (e.g., Rounds 3, 6, 9): Taking small samples from intermediate rounds for NGS. This is the critical advantage. It tracks: Sequence Enrichment: Which families are becoming more abundant. Diversity Collapse: When to stop selection before losing good candidates. Informed Decision-Making: Data guides adjustments in selection stringency for subsequent rounds. Final Round Deep Sequencing: Comprehensive NGS of…
What is Solution-Phase SELEX? SELEX (Systematic Evolution of Ligands by EXponential Enrichment) is the iterative process used to discover aptamers—single-stranded DNA or RNA molecules that bind to a specific target with high affinity and specificity. Solution-Phase SELEX refers to performing the selection process with the target molecule free in solution, rather than immobilized on a solid surface (like beads or a column). This often involves a partitioning step that separates bound from unbound sequences using a method like filtration, capillary electrophoresis, or magnetic bead capture of the target. Key Advantages of Solution-Phase SELEX Preservation of Native Target Conformation: The target is in its natural, free state in solution. This is crucial for complex targets like membrane proteins, which can denature or present epitopes unnaturally when immobilized. Access to All Binding Sites: All surfaces of the target are available for aptamer binding, increasing the diversity of potential aptamers discovered. Avoidance of Non-Specific Binding to Solid Support: Reduces background noise from library sequences sticking to the immobilization matrix (e.g., sepharose beads, plastic wells), leading to cleaner selections. Better for Small Molecules and Peptides: Ideal for targets that are difficult to immobilize without blocking their functional groups. Mimics Physiological Conditions: More closely replicates how the aptamer will interact with its target in real-world applications…
What is Classical SELEX? SELEX is an iterative, in vitro selection process used to isolate single-stranded DNA or RNA molecules (aptamers) that bind with high affinity and specificity to a target (e.g., a protein, small molecule, cell, or virus). The "classical" method refers to the original, well-established protocol involving: Incubation: A vast, random-sequence nucleic acid library (10^14 - 10^15 different sequences) is exposed to the target. Partitioning: Unbound sequences are washed away; bound sequences are retained. Elution: The bound sequences are recovered. Amplification: The recovered sequences are amplified by PCR (for DNA) or RT-PCR (for RNA). Repetition: This cycle (typically 8-15 rounds) is repeated, enriching the pool for the strongest binders. Components of a Classical SELEX Service A full-service provider typically manages the entire pipeline: 1. Project Design & Consultation Target Characterization: Discussing the target's properties (purity, stability, availability). Selection Strategy: Deciding on immobilization method (e.g., target immobilized on beads, or "counter-SELEX" to eliminate binders to the immobilization matrix or similar non-target molecules). Library Design: Choosing DNA or RNA, length of the random region (typically 20-60 nt), and fixed primer regions. 2. The SELEX Process Execution Library Synthesis: Chemical synthesis of the initial random library. Cycle Management: Performing the repetitive rounds of binding, washing, elution, and amplification under optimized buffer and stringency…
The unique secondary and tertiary structures of aptamers provide the specificity to detect even small structural changes in the target molecule, including the presence or absence of methyl or hydroxyl groups or differences in enantiomeric configurations. Aptamers that bind specific targets are identified through a process known as Systematic Evolution of Ligands by Exponential enrichment (SELEX) in which binding molecules are selected from a large and diverse library of nucleic acids (either DNAs or RNAs). In this process, the nucleic acid library is incubated with the target molecule. Non-binding nucleic acids are then washed away, leaving behind only the molecules that have a capacity to bind to the target molecule. The nucleic acids that are not washed away are then used to create a new library of nucleic acids that is enriched for the subset that binds the desired target. Repeating this selection-cycle on each subsequent library with increasing stringency of binding (e.g. lower concentration of target), ensures that nucleic acids that bind to the target with both high specificity and high affinity are enriched. Aptamers are short, single-stranded oligonucleotides (DNA or RNA) that bind to specific target molecules with high affinity and specificity. They are often called "chemical antibodies."…
Aptamers are short single-stranded DNA or RNA molecules that fold into 3D shapes capable of binding specific targets (proteins, small molecules, cells) with high affinity and selectivity. The classic way to discover them is SELEX(Systematic Evolution of Ligands by EXponential enrichment): iterative rounds of binding, partitioning, amplification, and re-selection. What changed the field is high-throughput sequencing (HT-SELEX)—sequencing pools after each round—turning SELEX into a data-rich optimization problem where bioinformatics is no longer optional but central to identifying true binders, understanding enrichment dynamics, and avoiding artifacts. This article explains how bioinformatics for aptamer selection works end-to-end, what signals to extract from sequencing data, how to connect sequence to structure and function, and where modern machine learning fits—without relying on external case studies or outbound links. 1) Why Bioinformatics Matters in Aptamer Selection Traditional SELEX often ends with testing a handful of sequences from late rounds. HT-SELEX changes the game by giving you: Population-level visibility: you can track millions of sequences across rounds, not just a few clones. Early discovery: promising families can emerge before the pool looks “clean,” enabling earlier decision-making and fewer wet-lab rounds when combined with modeling. Artifact detection: PCR bias, sequencing errors, and “sticky” motifs can…
“Completion of SELEX” refers to the point in the Systematic Evolution of Ligands by EXponential enrichment (SELEX)workflow where iterative selection rounds have produced an enriched nucleic-acid pool (DNA or RNA) that contains high-affinity, high-specificity binding sequences (aptamers) for a defined target, and further rounds provide diminishing improvements. In practical terms, completion is less a single universal round number and more a decision point supported by enrichment evidence, performance metrics, and downstream readiness. 1) SELEX in One Picture (Why “Completion” Exists at All) SELEX is an iterative evolutionary loop performed in vitro: Start with a diverse library (randomized nucleic-acid sequences). Bind the library to a target (protein, small molecule, cell surface, complex mixture, etc.). Partition: separate binders from non-binders (the critical “selection” step). Elute and amplify the binders (PCR for DNA; RT-PCR for RNA). Repeat with increasing stringency (less target, harsher washes, counter-selection, etc.). “Completion” matters because every additional round costs time, introduces amplification bias, and can over-enrich “fast amplifiers” rather than “best binders.” Modern practice treats completion as an optimization endpoint, not a ritual number of rounds. 2) What “Completion of SELEX” Typically Means (Conceptual Definition) A common knowledge-centered definition is: The pool has converged toward one…
