Rapid Mapping-based Isoform Quantification from RNA-Seq Reads
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Note: If you're using a version of Sailfish prior to v0.7.0, please consider upgrading to the latest version as soon as is convenient. It contains substantial improvements over v0.6.3 in terms of both accuracy and speed.

Question: I've read the kallisto paper, and it looks like kallisto is much more accurate (and faster) than the current ``Sailfish software; is this true?

Answer: Not necessarily. The benchmarks in the kallisto paper were made against an older version version of Sailfish (from March of 2014). While this was the latest version available at the time that kallisto was first submitted, it has now beeen superseded and has been deprecated for some time. Based on the success we encountered by replacing alignment with mapping (instead of k-mer counting) in Salmon, we decided to update Sailfish to make use of this improved mapping information. As mentioned in the note above, this results in substantial improvements in both Sailfish's accuracy and its speed. For a comparison of quantification accuracy that considers reasonably recent versions of kallisto and Sailfish (among other tools), please refer to the RapMap pre-print (the most-recent pre-print is available here). You can also see a re-analysis of Sailfish's performance on some of the kallisto simulations (using a more recent version of Sailfish) in the QuantAnalysis repo.

If you're interested in Sailfish, you might also want to take a look at our new software, Salmon.

The documentation for Sailfish is being migrated to ReadTheDocs. To see the latest documentation there.

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  • A C++-11 compliant version of GCC. Any version of g++ >= 4.8.2 should work.

  • CMake. Sailfish uses the CMake build system to check, fetch and install dependencies, and to compile and install Sailfish. CMake is available for all major platforms (though Sailfish is currently unsupported on Windows.)

Installation and Usage:

For information about building, installing or using Sailfish, please refer to the documentation.


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