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USGS Publications Warehouse

Neutron scattering reveals fractionation of natural gas mixtures in unconventional petroleum reservoir pores: Perspectives on energy resource recovery and storage Summaries of goals, actions, and information needs by management entity Spawning habitat suitability models for Lake Erie cisco (Coregonus artedi) during the historical period of pre- and post-population declines 1877–1957 Inland recreational fisheries harvest far exceeds reported inland harvest in the United States Abundance and movement patterns of fish accessing a reconnected Lake Erie coastal wetland: Insights from high-resolution sonar data Ecology of Lake Erie – Wetlands and lake-wide planktonic communities: A synthesis The WOAH global wildlife health collaborating centre network (WOAH-WildNet): A coordinated and transformative approach to global wildlife health challenges Tsunami hazards posed by sublacustrine landslides in Lake Quinault, Washington State Detecting bumble bees in the wild using environmental DNA: Development and validation of a qPCR assay for the endangered Franklin’s bumble bee (Bombus franklini) Critical minerals in zinc ore—An update on Earth Mapping Resources Initiative Research in the Boulder Batholith region, Montana Computation of regional groundwater budgets for the Virginia Coastal Plain aquifer system Historical ice jams and associated environmental conditions on Osoyoos Lake A roadmap for implementing the Emergency Recovery Plan for freshwater biodiversity Arsenic and isotope concentrations in the lower Platte River valley of eastern Nebraska, early 1970s to 2023 Geochemical disequilibrium at the brittle-ductile transition Seabed maps showing topography, ruggedness, backscatter intensity, sediment mobility, and the distribution of geologic substrates in quadrangle 3 of the Stellwagen Bank National Marine Sanctuary region offshore of Boston, Massachusetts Co-occurrence of pesticides and pharmaceuticals and personal care products (PPCPs) across Zostera marina (common eelgrass) communities Range-wide relative abundance of the Appalachian grizzled skipper (<i>Pyrgus centaureae wyandot</i>) in the Eastern United States Geochemical, mineralogical, and isotopic evidence for multi-stage genesis of the Hicks Dome REE + Y-HFSE-fluorite deposit, Illinois, USA Status and trends of pelagic and benthic prey fish populations in Lake Michigan, 2025 Continuous and high-resolution longitudinal profiles of the water surface and riverbed elevation for 282 miles of the Colorado River from Lees Ferry to Pearce Ferry, Arizona, 2021 Biochar modulates the dynamics of legacy nutrients in enhancing soil health and crop productivity Tracking toxins: A pilot investigation of cyanotoxins in north-central Tennessee’s surface waters and wells Waves, watersheds, and sediment in a coral reef embayment: Towards parsimonious models of accumulation and composition High-resolution transboundary vegetation community maps of the Sonoran and Mojave Desert ecoregion to support critical landscape conservation planning and habitat management needs Rearing method has limited effect on post-release movement of reintroduced age-0 Lake Sturgeon Critical minerals memory match game Indicators of mercury concentration in Lake Trout: Can fish location and appearance provide information to anglers to reduce their exposure? Ecology of reintroduced Rocky Mountain bighorn sheep in Dinosaur National Monument Modeling the seasonality of wind-driven hydrocarbon waves in Titan’s polar lakes
A genomic tool to tackle cryptic diversity demonstrates t...
Amanda Susanne Ackiss · 2026-06-16 · via USGS Publications Warehouse

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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 3,066 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.

Suggested Citation

Ackiss, A.S., Vinson, M.R., Ropp, A.J., Gruenthal, K.M., Krabbenhoft, T.J., Siegel, J.V., Stott, W., Yule, D.L., and Larson, W.A., 2026, A genomic tool to tackle cryptic diversity demonstrates the potential for off-target use of GT-seq panels: BioRxiv, https://doi.org/10.64898/2026.06.09.731139.

Publication type Preprint
Publication Subtype Preprint
Title A genomic tool to tackle cryptic diversity demonstrates the potential for off-target use of GT-seq panels
Series title BioRxiv
DOI 10.64898/2026.06.09.731139
Year Published 2026
Language English
Publisher BIoRxiv
Contributing office(s) Great Lakes Science Center
Description 35 p.
Additional publication details