CoSA (Concurrent Subtractive assembly) is a package to detect differential short sequencing reads by comparing two groups of metagenomes on the basis of kmer frequencies. KMC 2 is one of the fastest k-mer counting implementations, so we employ KMC 2 for k-mer counting in our package. Because in many cases we need to compare tens of or even hundreds of samples, we adopt the concurrent hash table in Libcuckoo for efficient k-mer counting. Once the differential reads are extracted, they can be used for downstream analysis including assembly to identify genes that are differentially abundant between groups of metagenomes (e.g., healthy vs diseased).

Please refer to our RECOMB paper for more details:
Wontack Han, Mingjie Wang and Yuzhen Ye. A concurrent subtractive assembly approach for identification of disease associated sub-metagenomes. Proceeding of RECOMB 2017.

Project Activity

See All Activity >

Follow CoSA

CoSA Web Site

Other Useful Business Software
Go From AI Idea to AI App Fast Icon
Go From AI Idea to AI App Fast

One platform to build, fine-tune, and deploy ML models. No MLOps team required.

Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
Try Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of CoSA!

Additional Project Details

Registered

2016-10-31