← ACE Mutation Browser

Credits, licences, and data sources

Last reviewed: 24 July 2026. This page identifies the software, data sources, licences, and citation requirements relevant to the ACE Mutation Browser. It is provided for visitors, researchers, publishers, and legal review. It does not replace the terms of the original providers.

Use in research and publication

The software identified below is available under permissive open-source licences (MIT, BSD, or ISC), and the local map geometry is based on public-domain Natural Earth data. These materials may be used in a scientific website and related publication provided that the applicable licence notices and attributions are retained. AlphaFold DB data are available under CC BY 4.0 and require attribution. gnomAD aggregate frequencies are accessed through its public browser/API and remain subject to gnomAD’s current policies and citation requirements.

Application software

ComponentVersion in this projectLicenceUse
FastAPI≥0.115MITWeb API
SQLAlchemy≥2.0.36MITDatabase ORM
aiosqlite≥0.20MITAsync SQLite access
openpyxl≥3.1.5MITImport of supplementary workbooks
greenlet≥3.1.1MITSQLAlchemy runtime dependency
Uvicorn≥0.32BSD-3-ClauseASGI server
SQLiteruntime suppliedPublic domainLocal database
Leaflet1.9.4BSD-2-ClauseInteractive map
Tailwind CSS3.4.17MITUI styling
NGL Viewerbundled build (2.0.0-dev.39)MIT3D protein viewer
topojson-client3.1.0ISCPopulation-boundary build script

Only direct dependencies are listed. Deployment must also retain notices for the exact resolved transitive dependencies.

Data, services, and required attribution

SourceTerms / licence
gnomAD v4 aggregate allele frequencies, retrieved through the public GraphQL APIFollow the current gnomAD policies and documentation; this is not a packaged open-source dependency.
AlphaFold DB model AF-P12821-F1, model_v6CC BY 4.0
Natural Earth country geometry, redistributed via world-atlas 2.0.2Natural Earth data: public domain. world-atlas package: ISC.
OpenStreetMap standard raster tilesOSM data: ODbL; tiles are additionally subject to the tile usage policy.

Licence notices for browser software

The following notices apply to software used by the browser interface, including the 3D viewer, map, and user-interface styling.

NGL Viewer — Copyright (c) 2014–2017 Alexander S. Rose; Tailwind CSS — Copyright (c) Tailwind Labs, Inc. Both are licensed under MIT:

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Leaflet 1.9.4 — Copyright (c) 2010–2023 Volodymyr Agafonkin; Copyright (c) 2010–2011 CloudMade. BSD 2-Clause License:

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS “AS IS” AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

topojson-client 3.1.0 — Copyright 2012–2019 Michael Bostock. ISC License:

Permission to use, copy, modify, and/or distribute this software for any purpose with or without fee is hereby granted, provided that the above copyright notice and this permission notice appear in all copies. THE SOFTWARE IS PROVIDED “AS IS” AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.

Software used to operate the service

FastAPI, SQLAlchemy, aiosqlite, openpyxl, greenlet, and Uvicorn operate the server but are not downloaded by a visitor’s browser. Their authoritative licence texts are linked in the table above. Any distributor that provides this application as source code, a container image, or another packaged copy must include the licence notices for the exact dependency versions contained in that copy.