Question: Clustering of metabarcoding reads from many environmental samples
gravatar for lvogel
18 months ago by
Western Europe
lvogel20 wrote:


I've been using CD-HIT EST in the past to cluster sequences of COI from environmental samples. For my current project, however, there are over 75 samples, and my supervisor wants to know if all of the sequences from all of the samples can be pooled, and then clustered, and then in the end we can know which sequences came from which sample. I tried searching, and I found that CD-HIT OTU does something like this with pooled sequences from multiple samples, but it's apparently only for 16s rRNA, and I have only eukaryotic organisms (COI). Could anyone recommend a clustering program for me?

Thank you for your time,


ADD COMMENTlink modified 15 days ago • written 18 months ago by lvogel20

Hello gb,

Actually, I did end up moving on to USEARCH for most of the steps of my metabarcoding pipeline. It worked well and required only minimal scripting knowledge. Recently, however, I've been tasked with even larger datasets, which exceeded the 32-bit memory of the free version of USEARCH. So I'm currently learning how to use VSEARCH. You're correct, though, and should get accepted answer.

ADD REPLYlink modified 15 days ago • written 15 days ago by lvogel20
gravatar for gb
15 days ago by
gb10 wrote:


This answer comes a bit late but you can exactly do this with usearch.

If you prefer CD-HIT above uparse you need to do some extra steps for otu clustering like length trimming, find uniq read abundance and sort on the read abundance. Using CD-hit alone is not the proper way to do otu-clustering.

ADD COMMENTlink written 15 days ago by gb10
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