bioRxivMolecular BiologyPreprint
Phylo-MIP: Phylogeny-based Molecular Identification Pipeline for DNA metabarcoding, and assessment of insect communities in subalpine river ecosystems
Takumi Yshida, Shonosuke ShigetaiD, Yuta Hasebe, Masaki TakenakaiD
- Citations
- 0
Abstract
AbstractEnvironmental DNA metabarcoding is a powerful tool for biodiversity assessment; however, species identification often relies on sequence similarity searches (BLAST), which are limited by incomplete reference databases and result in frequent misidentifications or unclassified taxa. To overcome these challenges, we designed a novel analytical pipeline, Phylo-MIP, which integrates phylogenetic analysis and species delimitation. Phylo-MIP combines sequence alignment, haplotype thinning, phylogenetic tree construction, and multiple species delimitation methods (bPTP, bPTP-ML, mPTP) to objectively identify Molecular Operational Taxonomic Units (MOTUs) without relying on reference databases. As a validation, we applied Phylo-MIP to previously published eDNA data from river in Kanagawa Prefecture, detecting approximately 28% more species than only BLAST-based methods. We also conducted a eDNA survey in the subalpine zone of Kamikochi, Nagano Prefecture, Japan, where Phylo-MIP revealed distinct community structures associated with specific aquatic environments. Phylo-MIP enables non- invasive and efficient biodiversity monitoring, even in protected areas, and offers a reproducible framework for ecological research. This approach has the potential to become a new standard method in river ecology, taxonomy, conservation biology, and ecosystem management.
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A rapid phylogeny-based method for accurate community profiling of large-scale metabarcoding datasets
Lenore Pipes, Rasmus Nielsen·eLifePeer-reviewed·Aug 15, 2024
- Environmental DNA phylogeography: successful reconstruction of phylogeographic patterns of multiple fish species from a cup of water
Satsuki Tsuji, Naoki Shibata, … Katsutoshi Watanabe·Molecular Ecology ResourcesPeer-reviewed·Mar 7, 2023
- eDNA in a bottleneck: obstacles to fish metabarcoding studies in megadiverse freshwater systems
J. M. Jackman, C. Benvenuto, … N. G. Sales·bioRxiv·Jan 5, 2021
- Comparison of DNA metabarcoding and morphological identification for stream macroinvertebrate biodiversity assessment and monitoring
J. M. Serrana, Y. Miyake, … K. Watanabe·bioRxiv·Oct 5, 2018
- Comparison of eDNA, bulk-sample metabarcoding, and morphological approaches: A case study of riverine benthic macroinvertebrate communities
A. D. Larano, S. Yaegashi, … K. Watanabe·bioRxiv·May 30, 2023
- Improving whole biodiversity monitoring and discovery with environmental DNA metagenomics
Manuel Curto, Ana Veríssimo, … Hugo F. Gante·Molecular Ecology ResourcesPeer-reviewed·Apr 1, 2025