Hello @sri_microbiome
To incorporate HUMAnN with MetaPhlan, please try following the protocol outlined in this tutorial and associated workflows!
The reads are prepared, then sent through both tool pipelines independently, then the results from each are merged together after. This is what allows the reference data sources to work together.
Hope this helps! 