Welcome to scTHREAD

Statistics

67

Samples / runs

Cells

Observed isoforms


67 samples, uniformly reprocessed

67 samples

Global cell map

Loading the 67-sample UMAP…

All 67 samples/runs. UMAP is exploratory and does not imply trajectory.

Database coverage

Read facts
67 / 67
Isoform
66 / 67
Poly(A)
67 / 67
ASE
62 / 67
Junction
66 / 67

Known source gaps are retained as missing values and are not imputed.

Transcript & junction browser interactive

Choose a gene to load expression, DIU, APA, ASE and junction evidence.
Scroll over the track to zoom · drag horizontally to pan · select an arc or table row for details.
JunctionSpanMoleculesReadsRunsStudies

Cell-type annotation

Gene expression

Validated 67-sample embedding from long-read gene expression with run-aware integration. UMAP is exploratory and does not imply trajectory.

Live data scope: queries run against the completed 66-sample junction aggregation. Results are aggregated on demand and bounded to a 5 Mb window.

Search scTHREAD

Search studies, genes, junctions and genomic regions through the scTHREAD API.
Analyze

Compare evidence across cell types.

Choose a gene or junction, then select from cell-type pairs supported by enough paired biological samples. Ineligible combinations are not shown.

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Comparison

Finding eligible comparisons for MACF1…

Analyzed

Your comparison will appear here

Results include paired effect sizes, biological-unit counts and exact eligibility boundaries. Unsupported inference is withheld.

Model prediction

Estimate pooled junction usage where observation is incomplete.

Predict v1 is cell-type agnostic. Predictions complement observed evidence; they never replace it, and every response reports validation, applicability and uncertainty.

Checking whether a validated model is available…

If this junction is already observed, scTHREAD shows the observation first and labels the model estimate separately.

Predicted

No prediction requested

A validated model may abstain when a junction falls outside its training domain.

Database annotation

Annotate junctions against scTHREAD evidence.

Normalize coordinates and retrieve deterministic motif, recurrence, coverage and sequence/RBP annotations for one junction or a batch.

Junction Annotator

One GRCh38 junction per line. Accepted format: chr1:+:39282374-39283189.

Observed evidence
1 junction

Ready to annotate

Unmatched and invalid coordinates remain explicit in the output.

Uniform processing workflow

01

Raw ONT reads

Study-level sequencing runs enter without relying on published aggregates.

02

IsoQuant

FSM, ISM, NIC and NNC classification with splice-chain reconstruction.

03

Cell × molecule

Run-aware barcode joins and per-cell UMI deduplication.

04

Shared evidence

Isoform, PAS, junction and allelic views from one read-facts layer.

Show processing details
Long-read alignments and IsoQuant assignments are harmonized within each run. Gene, transcript, poly(A)-site, junction and allelic evidence use run-aware barcode namespaces; UMI deduplication is applied where molecule tags are available.
Show analysis details
On-demand comparisons merge technical runs into registered biological sample or capture units. The interface offers only cell-type pairs supported by at least three shared units. Allelic balance remains descriptive because haplotype labels are not phased consistently across units.

Download

Sample manifest

One row per sequencing run, with biological context, source accessions, platform and processed-cell count.

Download TSV
StudyBiological contextRun accessionSpeciesPlatformLibrary kitCells
Loading sample-level metadata…

ASE table

Donor-controlled allelic-balance results.

Download TSV

DIU / APA tables

Verified gene-level RNA-processing results.

DIU CSVAPA CSV

About scTHREAD

Loading release metadata from the backend…