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Evidence-led articles on scientific methods, reproducible workflows, and software decisions.
Primer Mapping in Seqqio: Locate Exact Binding Sites Across Local DNA Templates
Locate individual primer sites in supplied DNA, interpret strand-aware coordinates, and inspect circular-origin matches. Follow executed synthetic examples and understand what a local exact-match map can establish.
Pairwise DNA Alignment in Seqqio: Compare Constructs, Gaps, and Sequence Coverage
Compare a reference DNA sequence with substitutions, an insertion, and a shorter fragment. Reproduce Seqqio's alignment scores and learn why identity, gaps, and source coverage must be read together.
Random Protein Sequences in Seqqio: Seeds, Residue Weights, and FASTA Batches
Create a repeatable protein FASTA batch, control relative amino-acid weights, and verify what a seed reproduces. Follow executed examples and choose between new sampling and composition-preserving shuffling.
Shuffle DNA, RNA, or Protein in Seqqio: Reproducible Composition-Matched Controls
Create one reproducible permutation per sequence, verify exact composition, and decide whether a monomer-preserving shuffle is an appropriate control for the analysis.
Generate K-mers in Seqqio: Choose k, Step Size, Coordinates, and Ambiguity Rules
Extract every eligible fixed-length window from DNA, RNA, or protein, preserve repeated occurrences and coordinates, and understand how step and ambiguity change output.
Find DNA Motifs in Seqqio: IUPAC Patterns, Regex, Overlaps, and Both Strands
Search DNA records for exact IUPAC motifs or bounded regular expressions, reproduce forward and reverse-strand hits, and distinguish matching from biological evidence.
Merge FASTA Files in Seqqio: Preserve Record Order, Headers, and Boundaries
Combine complete FASTA files into one ordered multi-record document without joining biological sequences, dropping duplicate titles, or silently changing symbols.
DNA Statistics in Seqqio: GC Bounds, Ambiguous Bases, and Dinucleotides
Run a tested DNA Stats example, see how IUPAC ambiguity changes GC interpretation, and count adjacent dinucleotides without silently bridging gaps or uncertain bases.
Fuzzy DNA Search in Seqqio: Substitutions, Indels, and Strand Hits
Find approximate DNA matches with substitutions alone or substitutions plus indels, then interpret reverse-strand coordinates, alignments, and CIGAR operations.