{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T10:48:09Z","timestamp":1774003689982,"version":"3.50.1"},"reference-count":127,"publisher":"PeerJ","license":[{"start":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T00:00:00Z","timestamp":1773964800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"<jats:p>\n                    Understanding neural mechanisms of opponency is the next frontier of comparative color vision research. Opponent cell properties can be investigated from different perspectives: the type of cone inputs to a cell (cone opponency), and the wavelengths of light to which the cell responds (spectral opponency). Based on a recent database (DOI\n                    <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/dx.doi.org\/10.1016\/j.dib.2024.111166\">10.1016\/j.dib.2024.111166<\/jats:ext-link>\n                    ) on cone and spectral opponency across non-primate vertebrates, we identified major taxonomic trends in the distribution of opponent cells through image-forming brain regions, analyzed sampling metrics and experimental variables influencing their detection, and established the limitations of existing classification systems. Evidence of opponency is reported in mammals, reptiles (exclusively turtles), amphibians, fish, and birds. While single cones drive every cone opponent cell described, double\/twin cones and rods can also contribute in all groups, but reptiles. From a sampling perspective, only 58% of studies reported the number of cells sampled to find cone opponent cells. There are no estimates of the relative abundance of opponent cells, and our best approximation (frequency of opponent cell encounters) may be heavily biased by experimental goals, design, and equipment. To address cross-taxa ambiguity in opponency classification, we developed three classification frameworks for opponent cell types based on the relative positions of photoreceptor peak sensitivities and null point(s). Transparent sampling and universal classification methods will be critical for making evolutionary and functional inferences about opponency in vertebrate vision.\n                  <\/jats:p>","DOI":"10.7717\/peerj.20959","type":"journal-article","created":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T08:30:28Z","timestamp":1773995428000},"page":"e20959","source":"Crossref","is-referenced-by-count":0,"title":["Visual opponent mechanisms and spectral responses in non-primate vertebrates: taxonomic distribution, sampling, and classification"],"prefix":"10.7717","volume":"14","author":[{"given":"Carlay L.","family":"Teed","sequence":"first","affiliation":[{"name":"Department of Biological Sciences, Purdue University, West Lafayette, IN, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Esteban","family":"Fern\u00e1ndez-Juricic","sequence":"additional","affiliation":[{"name":"Department of Biological Sciences, Purdue University, West Lafayette, IN, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"4443","published-online":{"date-parts":[[2026,3,20]]},"reference":[{"issue":"11","key":"10.7717\/peerj.20959\/ref-1","doi-asserted-by":"publisher","first-page":"1881","DOI":"10.1016\/0042-6989(72)90077-6","article-title":"The effects of carbon dioxide on the excised goldfish retina","volume":"12","author":"Abramov","year":"1972","journal-title":"Vision Research"},{"issue":"11","key":"10.7717\/peerj.20959\/ref-2","doi-asserted-by":"crossref","first-page":"889","DOI":"10.1097\/00006324-197111000-00001","article-title":"Ganglion cell receptive field organization at different levels of light adaptation*","volume":"48","author":"Adams","year":"1971","journal-title":"Optometry and Vision Science"},{"issue":"6","key":"10.7717\/peerj.20959\/ref-3","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1017\/S0952523802196088","article-title":"Temperature effects on spectral properties of red and green rods in toad retina","volume":"19","author":"Ala-Laurila","year":"2002","journal-title":"Visual Neuroscience"},{"key":"10.7717\/peerj.20959\/ref-4","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1186\/s12915-023-01518-0","article-title":"Synaptic modifications transform neural networks to function without oxygen","volume":"21","author":"Amaral-Silva","year":"2023","journal-title":"BMC Biology"},{"issue":"1","key":"10.7717\/peerj.20959\/ref-5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/cne.903580102","article-title":"The organization of the turtle inner retina, I. 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