Nonlethal, Epigenetic Age Estimation in a Freshwater Sportfish, Florida Bass ( <i>Micropterus salmoides</i> )

Black basses (<i>Micropterus</i> spp.) are the most popular freshwater sportfishes in North America, with high recreational, societal, and economic value. The conservation and management of black bass fisheries rely on the generation of age data to estimate population dynamics. Age data are typically produced via counts of opaque zones in otolith sections, a necessarily lethal process. The development of an accurate, nonlethal age estimation method would expand opportunities for collecting age-related information in cases where sacrificing fish is either not an option (e.g., tournaments) or undesirable (e.g., trophy-sized fish). An epigenetic clock was developed for Florida bass (<i>Micropterus salmoides</i>) using DNA extracted from fin clips and enzymatically converted restriction site-associated DNA sequencing (EC-RADseq). CpG sites exhibiting age-correlated DNA methylation were identified using Bayesian generalized linear models in individuals (<i>n</i> = 176; age range: 0.84-13.21 years) captured from six different water bodies across Florida, USA, and potential environmentally influenced, age-predictive sites were identified and removed. The epigenetic clock developed using elastic net regression was highly accurate (mean absolute error, MAE = 0.28 years) and precise (<i>R</i> <sup>2</sup> = 0.98). Overall, results demonstrate an accurate, nonlethal alternative to otolith-based age determination of Florida bass and could likely be applied to other black basses. In addition, when compared to traditional age estimation via hard structures, epigenetic age estimation is relatively rapid and cost-effective, with important implications for black bass assessment, management, and conservation.

Authors

Institutions

Publication Details

Journal
Ecology and Evolution
Published
2025-11-01
DOI
https://doi.org/10.1002/ece3.72495
Citations
1
Primary Topic
Marine and fisheries research
Type
article
Field-Weighted Citation Impact
1.11

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nonlethal, Epigenetic Age Estimation in a Freshwater Sportfish, Florida Bass ( Micropterus salmoides )

William F. Patterson, Summer Lindelien, Andrew T. Fields, David S. Portnoy et al.
1 citations
Ecology and Evolution
Marine and fisheries research
1.11
article

Nonlethal, Epigenetic Age Estimation in a Freshwater Sportfish, Florida Bass ( Micropterus salmoides )

William F. Patterson, Summer Lindelien, Andrew T. Fields, David S. Portnoy, Jason R. Dotson, Andrew C. Dutterer, D. Nick Weber, Jennifer Moran
article en
1 citations

Abstract

Black basses (<i>Micropterus</i> spp.) are the most popular freshwater sportfishes in North America, with high recreational, societal, and economic value. The conservation and management of black bass fisheries rely on the generation of age data to estimate population dynamics. Age data are typically produced via counts of opaque zones in otolith sections, a necessarily lethal process. The development of an accurate, nonlethal age estimation method would expand opportunities for collecting age-related information in cases where sacrificing fish is either not an option (e.g., tournaments) or undesirable (e.g., trophy-sized fish). An epigenetic clock was developed for Florida bass (<i>Micropterus salmoides</i>) using DNA extracted from fin clips and enzymatically converted restriction site-associated DNA sequencing (EC-RADseq). CpG sites exhibiting age-correlated DNA methylation were identified using Bayesian generalized linear models in individuals (<i>n</i> = 176; age range: 0.84-13.21 years) captured from six different water bodies across Florida, USA, and potential environmentally influenced, age-predictive sites were identified and removed. The epigenetic clock developed using elastic net regression was highly accurate (mean absolute error, MAE = 0.28 years) and precise (<i>R</i> <sup>2</sup> = 0.98). Overall, results demonstrate an accurate, nonlethal alternative to otolith-based age determination of Florida bass and could likely be applied to other black basses. In addition, when compared to traditional age estimation via hard structures, epigenetic age estimation is relatively rapid and cost-effective, with important implications for black bass assessment, management, and conservation.

Ecology and EvolutionVol. 15(11)
Florida Fish and Wildlife Conservation Commission (US), University of Florida (US), Texas A&M University – Corpus Christi (US)
Florida Fish and Wildlife Conservation Commission, U.S. Fish and Wildlife Service
Openalex Percentile: Top 18%
Marine and fisheries research
1.11
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.