{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T10:18:27Z","timestamp":1771928307216,"version":"3.50.1"},"reference-count":63,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T00:00:00Z","timestamp":1769731200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Immunol."],"abstract":"<jats:sec>\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>\n                      Spring viremia of carp virus (SVCV) is a highly infectious pathogen threatening common carp (\n                      <jats:italic>Cyprinus carpio<\/jats:italic>\n                      ). Hence, implementing protective measures is crucial to safeguard aquatic species and minimize economic impacts, including pharmaceuticals, vaccines, and breeding of resistant varieties. Common carp is a major aquaculture species, with breeding programs primarily focused on enhancing growth performance. However, evidence indicates that accelerated growth may compromise disease resistance, suggesting a trade-off between these traits.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We challenged two carp populations with contrasting growth rates using SVCV and performed integrated multi-omics analyses.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Survival analysis showed that fast-growing carp had significantly lower survival than slow-growing carp, with growth negatively correlated with resistance (r = -0.83). RNA-seq analysis of head kidney tissues identified a Grey module gene via Weighted Gene Co-expression Network Analysis (WGCNA), positively linked to growth but negatively to resistance. KEGG enrichment analysis showed that genes within this module were significantly enriched in pathways related to xenobiotic metabolism, nutrient processing, and detoxification. Protein\u2013protein interaction (PPI) network analysis highlighted three hub genes (\n                      <jats:italic>gsta4<\/jats:italic>\n                      ,\n                      <jats:italic>adh8b<\/jats:italic>\n                      , and\n                      <jats:italic>gimap7<\/jats:italic>\n                      ) potentially regulating both traits. Metabolomic profiling of liver tissues, combined with WGCNA, revealed three metabolite modules: Florawhite, positively associated with body weight and negatively with survival rate; Grey60, negatively associated with body weight and positively with survival rate; and Lightsheelblue, positively associated with survival rate only. These metabolites were predominantly enriched in pathways related to nutrient metabolism, digestion and absorption, and secondary metabolite biosynthesis. Correlation analysis between Grey module genes and metabolites identified 20 genes significantly associated with 159 metabolites. Among these,\n                      <jats:italic>ss18<\/jats:italic>\n                      ,\n                      <jats:italic>arl5a<\/jats:italic>\n                      , and\n                      <jats:italic>hnrnph3<\/jats:italic>\n                      emerged as potentially pivotal. The metabolites highly correlated with these three genes were predominantly enriched in pathways related to nutrient metabolism, energy metabolism, detoxification and antioxidation, and immune regulation.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Discussion<\/jats:title>\n                    <jats:p>In summary, our integrated multi-omics analysis suggests that enhanced nutrient absorption and xenobiotic processing may contribute to superior growth performance in the YB population, while elevated detoxification and antioxidant capacity may underlie stronger disease resistance in the CD population. These findings provide insights into the interplay between growth and immunity in carp and offer biomarkers for balanced breeding strategies.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fimmu.2026.1721974","type":"journal-article","created":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T05:26:22Z","timestamp":1769750782000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Mechanistic investigation into the differences in growth performance and resistance to spring viremia of carp virus in common carp"],"prefix":"10.3389","volume":"17","author":[{"given":"Kai","family":"Lei","sequence":"first","affiliation":[{"name":"Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education), Key Laboratory of Aquatic Science of Chongqing, College of Fisheries, Southwest University","place":["Chongqing, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Li","sequence":"additional","affiliation":[{"name":"Fisheries Research Institute, Sichuan Academy of Agricultural Sciences","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Zhou","sequence":"additional","affiliation":[{"name":"Fisheries Research Institute, Sichuan Academy of Agricultural Sciences","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong-Qiang","family":"Deng","sequence":"additional","affiliation":[{"name":"Fisheries Research Institute, Sichuan Academy of Agricultural Sciences","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ping","family":"Ouyang","sequence":"additional","affiliation":[{"name":"Department of Basic Veterinary, College of Veterinary Medicine, Sichuan Agricultural University","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Feng","sequence":"additional","affiliation":[{"name":"Fisheries Research Institute, Sichuan Academy of Agricultural Sciences","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sen-Yue","family":"Liu","sequence":"additional","affiliation":[{"name":"Fisheries Research Institute, Sichuan Academy of Agricultural Sciences","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Liu","sequence":"additional","affiliation":[{"name":"Fisheries Research Institute, Sichuan Academy of Agricultural Sciences","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Ye","sequence":"additional","affiliation":[{"name":"Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education), Key Laboratory of Aquatic Science of Chongqing, College of Fisheries, Southwest University","place":["Chongqing, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheng-Yan","family":"Mou","sequence":"additional","affiliation":[{"name":"Fisheries Research Institute, Sichuan Academy of Agricultural Sciences","place":["Chengdu, Sichuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2026,1,30]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph192013462","article-title":"Ameliorative hematological and histomorphological effects of dietary trigonella foenum-graecum seeds in common carp (cyprinus carpio) exposed to copper oxide nanoparticles","volume":"19","author":"Noureen","year":"2022","journal-title":"Int J Environ Res Public Health"},{"key":"B2","first-page":"264","volume-title":"The state of world fisheries and aquaculture 2024. 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