Welcome to scTHREAD

Statistics

≈450

Sequencing runs

≈3,000,000

Cells

>200,000

Observed isoforms


Human and mouse long-read transcriptomes

≈450 runs

Global cell map

Loading the global cell map…

Representative cell-resolved datasets. UMAP is exploratory and does not imply trajectory.

Evidence layers

Gene expression
Available
Isoform
Available
Poly(A)
Available
ASE
Available
Junction
Available

Each result reports the runs and biological units that contribute to that evidence layer.

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

Live data scope: results report their contributing runs and biological units by evidence layer. Region queries 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.

Usage prioritization

Estimate pooled junction usage where observation is incomplete.

Predict v1 is cell-type agnostic. It ranks pooled donor-anchored usage for in-domain junctions and preserves observed evidence alongside the score. The score is not a calibrated PSI, biological-validity probability or cell-type-specific effect.

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 long reads

Human and mouse 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, processing state and cell count where available.

Download TSV
StudyBiological contextRun accessionSpeciesPlatformLibrary kitCellsStatus
Loading run-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…