Skip to content
@AmpliconSuite

AmpliconSuite

A collection of related tools for studying focal amplifications in cancer genomes

AmpliconSuite logo

Quickstart

Running AmpliconArchitect

  • Visit AmpliconSuite-pipeline to see the different ways to run AmpliconArchitect. Includes links to containerized images, the no-installation web interface, and also instructions for standalone installation of AmpliconSuite-pipeline.

Viewing existing collections of results

What is AmpliconSuite?

AmpliconSuite is a collection of related tools for studying focal amplifications in cancer genomes. Somatic focal copy number amplifications can be mediated by extrachromsomal DNA (ecDNA), breakage fusion bridge (BFB) cycles or other complex mechanisms of genome rearrangement followed by amplification (e.g. chromothripsis + amplification).

At the core of AmpliconSuite is AmpliconArchitect (AA), a joint structural variation (SV) and copy-number (CN) analysis tool which extracts computational substructures of genomic focal amplifications using paired-end whole genome sequencing (WGS) data. AmpliconArchitect was developed in Vineet Bafna's lab by Viraj Deshpande. The substructures reported by AA can be classified according to generative mechanism (e.g. ecDNA) using AmpliconClassifier.

To improve reproducibility of the outputs and simplify output interpretation, we created AmpliconSuite-pipeline, which wraps the relevant tools into a single analysis pipeline. Please use AmpliconSuite-pipeline to invoke AmpliconArchitect.

What tools are part of AmpliconSuite and what do they do?

Performs joint analysis of SVs and copy numbers to analyze the genome structure of focal amplifications and reports genome paths and cycles decomposed from the amplification breakpoint graph. In some simple cases, an individual cycle will represent the complete ecDNA structure itself.

Takes the outputs of AA and predicts the mechanism of focal amplification, and reports annotations such as the genome regions in the focal amplification, the genes present, the estimated copy numbers (bulk, not subclonal) and other properties including complexity and similarity scores.

Wraps the input preparation steps, AA and AC analysis in one pipeline containing our current best practices. Please use AmpliconSuite-pipeline to invoke AA instead of trying to run AA as a standalone module. PrepareAA applies multiple filters to ensure that the collection of seed regions AA takes as input are properly identified.

AmpliconRepository.org is an online platform for community sharing of AmpliconArchitect outputs and classification files. Developed in collaboration between members of Vineet Bafna's lab, Jill Mesirov's lab and the GenePattern team at UC San Diego.

A method for long read-based reconstruction of ecDNA candidate structures.

Other utilities

CycleViz: Create circular visualizations of AA-identified focal amplification substructures, such as for ecDNA, and optionally show user-supplied genome track annotations. Can also support non-AA derived genome visualizations given a bed file.

AmpliconReconstructorOM: Combines Bionano optical genome map assemblies with AmpliconArchitect to infer larger-scale scaffolds of the focal amplification structure.

AmpliconSuiteAggregator: Takes AmpliconSuite-pipeline output files and prepares them for upload to AmpliconRepository. Can be used via web interface at genepattern.ucsd.edu.

ecSimulator: Simulate ecDNA genome structures with user-specified properties. Also allows simulation of sequencing reads from the structures.

Pinned Loading

  1. AmpliconSuite-pipeline AmpliconSuite-pipeline Public

    A quickstart tool for AmpliconArchitect. Performs all preliminary steps (alignment, CNV calling, seed interval detection) required prior to running AmpliconArchitect. Previously called PrepareAA.

    Python 56 28

  2. AmpliconRepository AmpliconRepository Public

    Website to host AmpliconSuite outputs, including AA outputs and resulting focal amplification classifications, such as ecDNA.

    JavaScript 1 5

Repositories

Showing 10 of 14 repositories
  • CoRAL Public

    Reconstruction of focal amplifications with long reads

    AmpliconSuite/CoRAL’s past year of commit activity
    Python 12 BSD-3-Clause 3 6 1 Updated Nov 14, 2024
  • AmpliconRepository Public

    Website to host AmpliconSuite outputs, including AA outputs and resulting focal amplification classifications, such as ecDNA.

    AmpliconSuite/AmpliconRepository’s past year of commit activity
    JavaScript 1 BSD-3-Clause 5 14 1 Updated Nov 1, 2024
  • bioconda-recipes Public Forked from bioconda/bioconda-recipes

    Conda recipes for the bioconda channel.

    AmpliconSuite/bioconda-recipes’s past year of commit activity
    Shell 0 MIT 3,295 0 0 Updated Sep 25, 2024
  • AmpliconSuite-pipeline Public

    A quickstart tool for AmpliconArchitect. Performs all preliminary steps (alignment, CNV calling, seed interval detection) required prior to running AmpliconArchitect. Previously called PrepareAA.

    AmpliconSuite/AmpliconSuite-pipeline’s past year of commit activity
    Python 56 28 18 0 Updated Sep 25, 2024
  • AmpliconClassifier Public

    Classify output of AmpliconArchitect to detect types of focal amplifications present

    AmpliconSuite/AmpliconClassifier’s past year of commit activity
    Python 15 BSD-2-Clause 11 10 0 Updated Sep 24, 2024
  • AmpliconArchitect Public Forked from virajbdeshpande/AmpliconArchitect

    Identify one or more connected, focally amplified genomic regions to elucidate the architecture of focal amplifications such as ecDNA.

    AmpliconSuite/AmpliconArchitect’s past year of commit activity
    Python 8 44 0 1 Updated Sep 23, 2024
  • CRISPRCATCH Public Forked from siavashre/CRISPRCATCH

    Pipeline for reconstructing ecDNA based on data from PFGE

    AmpliconSuite/CRISPRCATCH’s past year of commit activity
    Python 0 1 0 0 Updated Aug 19, 2024
  • AmpliconSuiteAggregator Public

    Aggregates the results from AmpliconSuite for upload to AmpliconRepository.org

    AmpliconSuite/AmpliconSuiteAggregator’s past year of commit activity
    Python 2 4 2 0 Updated Aug 6, 2024
  • ecSimulator Public

    Simulate ecDNA structures with user-specified properties.

    AmpliconSuite/ecSimulator’s past year of commit activity
    Python 0 3 0 1 Updated Jun 26, 2024
  • .github Public

    Organization documentation

    AmpliconSuite/.github’s past year of commit activity
    0 0 0 0 Updated Apr 26, 2024