Evidence map›Paper›PMID 42782080›Full record

ArticleMolecular ecology resources2026

A Genomic Tool to Tackle Cryptic Diversity Demonstrates the Potential for Off-Target Use of GT-Seq Panels.

Amanda S Ackiss, Mark R Vinson, Ann J Ropp, Kristen M Gruenthal, Trevor J Krabbenhoft, Joseph V Siegel, Wendylee Stott, Daniel L Yule, Wesley A Larson

Abstract read
In one paragraph

Article in Molecular ecology resources, 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

9 authors.

Amanda S AckissU.S. Geological Survey, Great Lakes Science Center, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0002-8726-7423
Mark R VinsonU.S. Geological Survey, Great Lakes Science Center, Lake Superior Biological Station, Ashland, Wisconsin, USA.
Ann J RoppU.S. Geological Survey, Great Lakes Science Center, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0002-7934-6471
Kristen M GruenthalAlaska Department of Fish and Game, Division of Commercial Fisheries, Gene Conservation Laboratory, Juneau, Alaska, USA.ORCID https://orcid.org/0000-0002-1985-5071
Trevor J KrabbenhoftDepartment of Biological Sciences, University at Buffalo, Buffalo, New York, USA.ORCID https://orcid.org/0000-0002-7680-5169
Joseph V SiegelBiological Sciences Department, SUNY Oswego, Oswego, New York, USA.ORCID https://orcid.org/0009-0003-4343-3439
Wendylee StottFisheries & Oceans Canada, Pêches et Océans Canada, Winnipeg, Manitoba, Canada.ORCID https://orcid.org/0000-0002-5252-4901
Daniel L YuleU.S. Geological Survey, Great Lakes Science Center, Lake Superior Biological Station, Ashland, Wisconsin, USA.ORCID https://orcid.org/0000-0002-0117-5115
Wesley A LarsonNational Oceanographic and Atmospheric Administration, National Marine Fisheries Service, Alaska Fisheries Science Center, Auke Bay Laboratories, Juneau, Alaska, USA.ORCID https://orcid.org/0000-0003-4473-3401

Funding

U.S. Environmental Protection Agency
6 · The paper itself

Abstract

A comprehensive understanding of life history is vital to successful species conservation and management. When different life history stages are accompanied by considerable morphological or cryptic variation, such as the egg and larval phases exhibited by most fishes, genomic tools are essential for identifying species so that early-life ecology questions can be studied. Genotyping-in-thousands by sequencing (GT-seq) has recently emerged as a targeted and efficient approach for species identification. We leveraged existing genomic and transcriptomic data to develop a GT-seq panel capable of differentiating the members of the Coregonus artedi complex, a radiation of salmonids in the Laurentian Great Lakes whose members are indistinguishable with mitochondrial DNA barcoding loci and are the focus of bi-national conservation initiatives. Our panel of 494 loci was able to assign fishes in the C. artedi complex to species and lake. We examined cross-amplification in other coregonines with overlapping distributions and found that congeneric Lake Whitefish (C. clupeaformis) cross-amplified at 94% of loci and confamilial Round and Pygmy Whitefish (Prosopium spp.) cross-amplified at 42% and 38% of loci, respectively. We adapted bioinformatic probes to account for Prosopium-specific variants including 22 new SNPs and developed a whitelist of 428 SNPs capable of distinguishing these whitefishes. Finally, we demonstrated performance by identifying 3066 coregonine larvae and juveniles collected in spring 2019-2021 from Lake Superior. These results hold promise for future insights into the species-specific ecology of early life coregonines and demonstrate the flexibility of GT-seq panels, which may cross-amplify hundreds of informative genome-wide loci in related taxa.

Indexed as

Genetic VariationGenomicsGenotyping TechniquesSalmonidaeAnimalsLakesPolymorphism, Single NucleotideSequence Analysis, DNAamplicon sequencingcross‐amplificationgenetic stock identificationspecies complex

Identifiers

PMID42782080
PMCPMC13602890

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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.