Evidence map›Paper›PMID 41707113›Full record

ArticleMolecular biology and evolution2026

MitoNGS: an online platform to analyze fish metabarcoding data in high resolution.

Tao Zhu, Yukuto Sato, Tsukasa Fukunaga, Masaki Miya, Wataru Iwasaki, Susumu Yoshizawa

Abstract read
In one paragraph

Article in Molecular biology and evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Tao ZhuDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba 277-0882, Japan.ORCID 0000-0002-2358-6871
Yukuto SatoFaculty of Medicine Research Laboratory Center, University of the Ryukyus, Ginowan, Okinawa 901-2720, Japan.ORCID 0000-0001-5175-6316
Tsukasa FukunagaFaculty of Science and Technology, Department of Biosciences and Informatics, Keio University, Yokohama, Kanagawa 223-8522, Japan.ORCID 0000-0003-4442-6049
Masaki MiyaIntegrated Institute for Regulatory Science, Research Organization for Nano & Life Innovation, Waseda University, Tokyo 162-0041, Japan.ORCID 0000-0002-9791-9886
Wataru IwasakiDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba 277-0882, Japan.ORCID 0000-0002-9169-9245
Susumu YoshizawaDepartment of Natural Environmental Studies, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba 277-0882, Japan.ORCID 0000-0001-9667-6010

Funding

Atmosphere and Ocean Research InstituteFuture Society Initiative and the Interdisciplinary Collaborative Research ProgramMEXT Advancement of Technologies JPMXD1521474594Ocean DNA ProjectUniversity of Tokyo
6 · The paper itself

Abstract

Environmental DNA (eDNA) metabarcoding has become a powerful tool for assessing fish biodiversity in aquatic ecosystems. However, accurate species-level identification remains challenging due to incomplete and contaminated reference databases, as well as ambiguous taxa sharing identical barcode sequences. Here, we present MitoNGS, a next-generation platform that succeeds the widely used MiFish pipeline, designed for high-resolution analysis of fish metabarcoding data. MitoNGS addresses these challenges by incorporating more comprehensive references including non-fish species and detailed annotations of heterospecific regions. Additionally, it introduces the "species complex" strategy in conjunction with environmental habitat and geographic occurrence data to resolve ambiguous taxa. Furthermore, MitoNGS expands the functionalities of the legacy MiFish pipeline. It can analyze data from any mitochondrial markers and from Nanopore sequencing platforms. MitoNGS demonstrated excellent performance on our testing datasets from diverse locations, markers, and sequencing platforms. MitoNGS offers a user-friendly, web-based solution for fish detection, biodiversity monitoring, conservation research, and bioresource management. MitoNGS is freely available via https://mitofish.aori.u-tokyo.ac.jp/mito-ngs.

Indexed as

DNA Barcoding, TaxonomicFishesSoftwareAnimalsBiodiversityDNA, EnvironmentalDNA, Environmentalaquatic biodiversityenvironmental DNAfishmetabarcoding

Identifiers

PMID41707113
PMCPMC12961187

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.