AB1 VIEWER + VALIDATION

AB1 viewer, FASTQ validation, and repeatable protein multiple sequence alignment

Open AB1 files, review chromatograms, check FASTQ-backed calls, and rerun AlignCove protein MSA with the same output every time.

Sanger alignment with mismatch calls and coding impact

OUTCOMES

Two alignment stories, one evidence trail

AB1 file viewer plus chromatogram evidence

Open AB1 files against the expected construct and jump to the bases that need a decision.

FASTQ viewer for read-supported calls

See how much support each FASTQ mismatch has before you decide whether it is real.

QC notes stay attached to the construct

Keep validation outcomes, comments, and follow-up history with the same construct record.

Get the same protein multiple sequence alignment every time

Repeatable MSA matters when you compare variants across experiments or need a stable methods story.

SEQUENCING VALIDATION

AB1 viewer and sequencing validation

Automatic mismatch detection with coding impact for Sanger alignments

Open AB1 files and ABI traces against the expected construct

Use RayCrest as Sanger sequence analysis software with construct-aware mismatch review and coding-impact context from the start.

  • Import verified Sanger trace formats: .ab1 and .abi.
  • Automatic mismatch detection against the expected sequence.
  • Coding-impact visibility while reviewing calls.
Individual read viewer with chromatogram evidence

Chromatogram viewer for mismatch evidence

Move from a flagged mismatch to review chromatograms and supporting evidence without switching tools.

  • Step through mismatches one by one or filter to the ones that affect coding sequence.
  • See the reference sequence, read, and quality score side by side.
  • Add notes while you are looking at the evidence, not later when the context is gone.
Multi-run sequencing overview with conflict and coverage context

QC history stays attached to the construct

Compare multiple runs against one construct, resolve disagreements, and keep the decision history where teammates can find it.

  • Conflict and coverage cues across the full sequence span.
  • Fast jump to the first unresolved mismatch across runs.
  • QC summaries preserved with construct history.
FASTQ and consensus evidence with depth and allele-fraction tracks

FASTQ viewer for read-supported calls

When a base looks off, the built-in FASTQ viewer keeps read support and QC context at the exact position under review.

  • See how many reads support each flagged base. One read is suspicious; twenty is convincing.
  • Spot patterns that suggest sequencing noise versus a real mutation.
  • Mark each call as pass or fail and attach a note so the decision stays with the evidence.

MULTIPLE SEQUENCE ALIGNMENT

Protein multiple sequence alignment with AlignCove

AlignCove run controls and preset selection

Reruns you can compare — not just reruns

Most teams don't need just any alignment result. They need one they can rerun later and still compare directly against earlier decisions, figures, and methods.

  • Same input leads to the same protein multiple sequence alignment output.
  • Pipeline behavior stays fixed instead of shifting between runs.
  • Diagnostics stay attached for review and methods support.
Multiple sequence alignment viewer with conserved regions visible

Alignment viewer, tree view, and diagnostics in one workflow

AlignCove is RayCrest’s built-in protein alignment tool, so you can inspect the alignment itself, switch to the tree view, and keep run diagnostics nearby.

  • Inspect aligned positions without exporting into another alignment app.
  • Switch to the tree view when you need relationship context across sequences.
  • Keep MSA runs close to plasmid and validation workflows in the same Mac workspace.

TECHNICAL DETAILS

Validation inputs and deeper AlignCove detail

What the AB1, ABI, and FASTQ validation workflows accept

The validation story is centered on evidence-linked review, not just on a final pass or fail label.

  • Verified Sanger trace inputs: .ab1 and .abi.
  • Verified FASTQ inputs: .fastq, .fq, and .fastq.gz.
  • QC notes, mismatch decisions, and history stay attached to the construct under review.
AlignCove pipeline stages (high level)

AlignCove uses a multi-stage process tuned for difficult protein families, especially the distantly related ones where standard tools often produce shaky alignments.

  1. Input normalization and QA checks
  2. Difficulty statistics (count, length, and similarity profile)
  3. Guide-tree construction from k-mer distances (k=6)
  4. Progressive alignment (sequence-sequence, sequence-profile, and profile-profile with affine-gap DP)
  5. Pairwise rescue candidate evaluation only in final two-sequence merge cases
  6. Stage-3 bounded local refinement with deterministic tie-breaks
  7. Final output plus run diagnostics metadata
Preset behavior, rescue constraints, and determinism caveat

The preset behavior is locked down so repeated runs stay comparable, and the rescue step is constrained rather than open-ended.

AlignCoveV1 is the stable shipping preset. Today, aligncove and aligncove-v1 produce identical results for the same input (with remote7 retained as a historical alias).

When the workflow reaches a final two-sequence merge, a small deterministic rescue set may be evaluated (for example, diagonal-biased DP and terminal-gap rebalance). Rescue is accepted only if the unbiased score improves and safety checks pass.

No ML inference is used in this pipeline; behavior is algorithmic and deterministic.

OXBench benchmark snapshot (quality-only)

AlignCove performs comparably to established tools like T-Coffee and MAFFT on difficult protein families, landing within about 7% of the best-per-family score while also giving reproducible output on repeat runs.

On a curated set of 13 difficult OXBench families (SP-F1, higher is better):

  • AlignCoveV1 mean SP-F1: 0.6337
  • Best external tool per family (mean SP-F1): 0.7053
  • Gap to best-per-family mean: 0.0715

External tool mean SP-F1 on the same set: T-Coffee 0.6758, ProbCons 0.6620, MUSCLE 0.6587, MAFFT 0.6572, Clustal Omega 0.6511, MSAProbs 0.5822.

This comparison is quality-only and does not include external runtime measurements.

Alignment viewer and tree views

Once the run finishes, you can inspect the alignment itself or switch to a tree view without exporting the data into another tool first.

Multiple sequence alignment viewer
Phylogenetic tree view with display options

WORKFLOW + OUTPUTS

From trace import to saved decision

Typical workflow

  1. Import

    Add Sanger .ab1/.abi traces or FASTQ runs and attach them to the expected construct.

  2. Review

    Navigate mismatch calls, inspect chromatogram or FASTQ support, and confirm evidence at read/base resolution.

  3. Decide

    Mark the construct as passed, flagged, or failed so the decision and the evidence behind it stay saved together.

Outputs

  • Evidence-linked alignment review records per run
  • Mismatch and QC decision history tied to construct revisions
  • Shareable QC export artifacts for notebooks and collaborators
  • Deterministic MSA outputs with run diagnostics

RELATED NEXT STEPS

Go deeper on validation and MSA

Review sequencing evidence and run repeatable protein MSA from one Mac app

Beta access is free. We review every request within 24 hours.