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Aquaculture

○ Elsevier BV

Preprints posted in the last 90 days, ranked by how well they match Aquaculture's content profile, based on 31 papers previously published here. The average preprint has a 0.02% match score for this journal, so anything above that is already an above-average fit.

1
Efficacy of Flavobacterium spp. Vaccines in fish: A systematic review and meta-analysis

GENG, Y.; Baqar, Z.; Zhu, R.; Zhu, Y.; Mohammed, H.; Elsohaby, I.; CAI, W.

2026-09-11 microbiology 10.64898/2026.09.11.750515 medRxiv
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Flavobacterium species cause substantial economic losses in aquaculture, but no quantitative synthesis of vaccine efficacy across species, hosts, and platforms has been evaluated yet. This systematic review and meta-analysis aimed to evaluate the efficacy of vaccines against Flavobacterium infections in fish. We systematically searched PubMed, Web of Science, and Scopus for controlled challenge trials. The pooled risk ratio was calculated using a random effects model. Heterogeneity was assessed, and publication bias was evaluated by funnel plot and Egger's test. Sixty studies were included in this study, 59 of which were included in the main meta-analysis (377 comparisons) after screening. The overall pooled risk ratio was 0.572 (95% confidence interval: 0.55-0.60), corresponding to a relative percent survival of 42.8%, with high heterogeneity. Efficacy differed significantly by pathogen species, fish host, vaccine type and administration route. The highest protection by pathogen species was against F. davisii in channel catfish (relative percent survival = 86.8%), and the lowest against F. columnare in grass carp (relative percent survival = 30.6%). Live attenuated vaccines induced the highest protection, followed by inactivated and subunit vaccines. Among administration routes, immersion and oral vaccination achieved comparable protection, both outperforming injection. Significant publication bias was detected (P<0.001). Vaccination effectively reduces fish mortality from Flavobacterium infections, but its efficacy is highly context dependent. Taken together, standardized challenge protocols and improved reporting are needed. Priority should be given to developing effective vaccines against F. oreochromis and F. columnare.

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Integrated Transcriptomics and Histological Analysis Reveals Gill Adaptation Mechanisms to Hypoxic Stress in Largemouth Bass (Micropterus salmoides)

Ma, X.; Su, B.; Ye, A.; Wan, R.; Zhao, K.; Zhong, L.; Yu, W.; Liu, Y.; Wu, J.; Cai, W.

2026-09-16 genomics 10.64898/2026.09.10.750788 medRxiv
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Largemouth bass (Micropterus salmoides) is a globally significant freshwater aquaculture species known for its rapid growth, high-quality flesh, and excellent nutritional value. Given the increasing incidence of hypoxia in its aquaculture setting, understanding the molecular mechanisms underlying gill adaptation to hypoxic stress is critical for improving resilience in this species. To achieve this, we employed full-length transcript sequencing using PacBio Iso-Seq and high-throughput Illumina RNA-seq to construct a comprehensive transcriptome profile. Histological analyses revealed apparent structural alterations in gill tissues under hypoxic stress (dissolved oxygen: 2.0 +/- 0.5 mg/L, duration: 96 h), including curved and swollen gill filaments, apoptosis, and epithelial cell vacuolation. Comparative transcriptomic analysis revealed pronounced shifts in the expression of genes involved in energy metabolism, angiogenesis, immune responses, cell proliferation, and apoptosis. Notably, the down-regulation of genes associated with cell cycle and proliferation suggests that M. salmoides may conserve energy by suppressing cell division under hypoxic conditions. In contrast, the increased expression of apoptosis-related genes, including Caspase 7, indicates that apoptosis may play a protective role to maintain tissue homeostasis under hypoxia. Furthermore, the suppression of chemokine-mediated immune pathways implies that hypoxia redirects energy toward essential metabolic processes at the cost of local immune responses. GO and KEGG enrichment analyses identified TNF- and chemokine-mediated signaling pathways as key regulators for tissue homeostasis and adaptive responses to hypoxic stress. These findings enhance our understanding of the mechanisms underlying hypoxia adaptation and provide valuable genetic resources for breeding strategies aimed at enhancing hypoxia tolerance in M. salmoides.

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Isolation, identification, and comparative genomic analysis of Vibrio harveyi as a causative agent for a skin ulcer disease of endangered fish Chinese bahaba (Bahaba taipingensis)

Zhong, L.; Zhu, R.; Zhang, Y.; Yan, L.; Sun, S.; Yan, K.; Cai, W.

2026-09-11 microbiology 10.64898/2026.09.10.750546 medRxiv
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Chinese bahaba (Bahaba taipingensis) is a fish species endemic to China and listed as a Class I nationally protected wild animal. Although significant breakthroughs have been achieved in its artificial breeding, high mortality rates persist during cultivation. Beginning in August 2024, sustained mass mortalities occurred in artificially farmed Chinese bahaba at a farm in Guangdong Province. Diseased fish exhibited pronounced skin ulcers, ascites, gastroenteritis, and splenomegaly. Histopathological examination revealed severe necrotizing gastroenteritis, gill necrosis and edema, muscle congestion with inflammatory cell infiltration, hepatic congestion with marked vasculitis, renal interstitial necrosis with tubular atrophy, and abundant melanomacrophage centers in the spleen. Based on biochemical characterization and whole-genome phylogenomic analysis, the isolated strain HCY1 was identified as Vibrio harveyi. Artificial infection experiments with this strain resulted in 100% mortality and reproduced clinical signs similar to those in naturally infected fish. Antimicrobial susceptibility testing showed that HCY1 remained susceptible to florfenicol and trimethoprim-sulfamethoxazole, but was resistant to multiple antibiotics, including {beta}-lactams and tetracyclines. Comparative genomic analysis revealed that HCY1 carries various antimicrobial resistance genes primarily conferring resistance to {beta}-lactam and tetracycline antibiotics, consistent with the phenotypic resistance profile. The strain also harbored numerous virulence genes, including complete type III and type VI secretion systems (T3SS and T6SS), tlh, hap/vvp, and rtxB. Its plasmids encoded multiple virulence-enhancing genes, such as mcpA, pal, and esiB. To our knowledge, this is the first systematic investigation of a disease outbreak in cultured Chinese bahaba, and provides valuable insights for disease control and population conservation of this endangered species.

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Genome-wide association study and genetic differentiation analysis reveal the genetic basis of Vibrio harveyi resistance in blackspotted croaker (Protonibea diacanthus)

Sun, S.; Zhong, L.; Yan, L.; Yan, K.; Li, N.; Xu, P.; Cai, W.

2026-09-16 genomics 10.64898/2026.09.10.750604 medRxiv
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Vibrio harveyi is a primary causative agent of vibriosis, leading to catastrophic economic losses in the blackspotted croaker (Protonibea diacanthus) aquaculture. However, the genetic architecture underlying its resistance remains poorly understood. In this study, we conducted the first integrated genome-wide association study (GWAS) and genetic differentiation analysis (F_ST) to investigate the genetic basis of V. harveyi resistance. A total of 450 juveniles were challenged, and 300 individuals (comprising 150 resistant and 150 susceptible) were selected for whole-genome resequencing. Genomic heritability (h^2) was estimated at 0.374+/-0.29 for survival time (ST) and 0.237+/-0.185 for survival status (SS), indicating moderate genetic control. Notably, an exceptionally high genetic correlation (r_g = 0.999) was observed between ST and SS, while resistance traits were genetically independent of growth performance (r_g < 0.03). Through the convergence of GWAS and selection sweep signals, a major-effect QTL was identified on chromosome 4. Candidate gene prioritization identified high-confidence targets involved in post-transcriptional regulation and mRNA stability, specifically elavl4 (harboring a top-tier exon variant), rorb, cbpc6, and epn4. Functional enrichment analysis further revealed that resistance is significantly associated with "rRNA processing", "mRNA surveillance pathway", and "nucleocytoplasmic transport", suggesting that efficient RNA metabolic control is a critical determinant of host survival. These findings provide novel insights into the non-canonical immune mechanisms of P. diacanthus and offer robust molecular markers for marker-assisted selection and genomic selection, facilitating the development of disease-resistant strains in the sciaenid industry.

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Gap-free telomere-to-telomere haplotypes assembly of the hybrid grouper 'Yushuban' (Cromileptes altivelis female x Epinephelus fuscoguttatus male)

Cai, Y.; Wang, C.; Li, M.; Yang, Y.; Cai, C.; Lu, S.; Chen, S.

2026-09-25 genomics 10.64898/2026.09.20.752973 medRxiv
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The hybrid grouper 'Yushuban' (Cromileptes altivelis [female] x Epinephelus fuscoguttatus [male]) has shown promising performance in aquaculture trials, yet no complete reference genome has been available for this hybrid. We generated two gapless, telomere-to-telomere (T2T) haplotype-resolved genome assemblies of a single individual by integrating short-read, PacBio HiFi, Oxford Nanopore ultralong-read and Hi-C data. The maternal (Yushu_Calti_1.0) and paternal (Yushu_Efusc_1.0) haplotypes are 1,077.33 Mb and 1,083.36 Mb in length, with N50 values of 45.46 Mb and 45.55 Mb, respectively. Across all platforms, over 99.4% of reads mapped to each assembly, and Merqury-based quality values reached 57.7413 and 59.2068 (PacBio). BUSCO recovered 99.78% and 99.75% of complete core genes. We predicted 27,248 and 27,566 protein-coding genes, of which 98.52% and 99.23% were functionally annotated, and annotated telomeric motifs and repetitive elements (46.12% and 47.18% of each genome). These assemblies fill a gap in grouper genomic resources and provide a foundation for genetic dissection, parental genome comparison and molecular breeding of this hybrid.

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Parasitic Vectors in Aquaculture: Neobenedenia girellae and Leeches as Potential Transmission Agents for Trypanosoma carassii spectrum and Pathogenic bacteria

Chen, J.; Zhuang, J.; Li, X.; Lin, M.; Lu, Q.; Yan, N.; Lai, D.-H.; Huang, S.

2026-08-24 zoology 10.64898/2026.08.23.746442 medRxiv
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Parasitic infections pose multifaceted threats to farmed fish, extending beyond direct pathogenicity to facilitate infections of bacteria, viruses, and microparasites. This synergistic interaction often leads to co-infections that significantly exacerbate disease outbreaks and mortality, presenting a severe challenge to aquaculture sustainability. Recently, a novel trypanosomiasis caused by the Trypanosoma carassii spectrum has emerged in cage-cultured Larimichthys crocea along the southeast coast of China, resulting in widespread prevalence and high mortality rates. Although this pathogen is hypothesized to originate from freshwater fish, its transmission route in marine environments has remained elusive. In this study, we investigated potential vectors and intermediate hosts of T. carassii spectrum, including leeches and monogenean in natural marine settings, and simulated transmission pathways using an established laboratory model involving T. carassii spectrum, Micropterus salmoides and the leech Poecilobdella manillensis. First, our field surveys in the coast of Ningde, Fujian Province, revealed a nearly 100% co-infection rate of T. carassii spectrum and the monogenean Neobenedenia girellae in diseased juvenile L. crocea. PCR analysis detected T. carassii spectrum traces in some N. girellae specimens, and subsequent experiments confirmed that N. girellae ingests the trypanosome while feeding on host blood. Furthermore, bacterial co-pathogens, such as Vibrio harveyi, were also detected within N. girellae. We also document two fatal leech infestations: Zeylanicobdella arugamensis in hybrid groupers (Epinephelus moara [female] X Epinephelus lanceolatus [male]) in Zhangpu, and Limnotrachelobdella okae in E. lanceolatus and E. fuscoguttatus in Raoping. These leeches tested negative for trypanosomes but carried pathogenic bacteria that co-infected the host fish; nonetheless, they are established vectors for trypanosome transmission. In a laboratory cohabitation model simulating T. carassii spectrum transmission, infected M. salmoides were housed with healthy conspecifics under three conditions: Group A (with the leech P. manillensis), Group B (no leeches), and Group C (no leeches, with physical separation between infected and healthy fish). After 14 days, blood smear microscopy and PCR analysis revealed infection rates in healthy fish of 58.33% in Group A, 40.00% in Group B, and 0% in Group C. Conclusively, T. carassii spectrum can be transmitted via leeches (with higher efficiency) and may also spread through direct contact under high-density aquaculture conditions, whereas N. girellae may act as an incidental vector, further research is warranted to clarify transmission dynamics in natural marine ecosystems. Additionally, our findings highlight the role of ectoparasites, including N. girellae and leeches, as potential reservoirs and vectors for bacterial pathogens of fish. In high-density intensive aquaculture, this vectorial capacity transforms parasites from primary pathogens into key drivers of polymicrobial disease outbreaks.

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Geographic distribution of Adult Salmon Enteritis (ASE), Enterocytozoon schreckii, and Ceratonova shasta in Chinook Salmon Oncorhynchus tshawytscha (Walbaum, 1792) in Oregon and Washington state and expanded histopathologic description of ASE

Polley, T.; Bermudez Pose, R.; Loehr, C.; Hickey, N.; Strickland, S.; Schuster, C.; Kent, M.

2026-09-20 pathology 10.64898/2026.09.14.751509 medRxiv
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Adult salmon enteritis (ASE) is a severe intestinal disease affecting spring Chinook Salmon (Oncorhynchus tshawytscha) in the Pacific Northwest. ASE is strongly associated with pre-spawn mortality (PSM), a critical concern for endangered populations and continued Chinook Salmon management. This study characterizes the geographic distribution of ASE across Oregon and Washington watersheds, examines its association with two common parasites (Ceratonova shasta and Enterocytozoon schreckii), and provides detailed histopathological characterization of the disease. We examined intestinal tissues from 259 adult spring Chinook Salmon collected from multiple hatcheries across the Columbia River Basin and Puget Sound between 2022 and 2025 using routine histopathology, specific histochemical stains, and immunohistochemistry. ASE was highly prevalent in all Columbia Basin populations, with chronic ulcerative and necrotizing enteritis, but was absent in Puget Sound populations. C. shasta prevalence was high in most Columbia Basin locations (10-100%), while E. schreckii prevalence was more variable (0-67%). Consistent histopathological findings of ASE included [&ge;] 10% mucosal ulceration, mixed inflammation expanding the lamina propria and extending into surrounding intestinal layers, and dissolution of the stratum granulosum. In chronic ASE lesions, we further characterized granulation tissue formation. Cold water holding of spawning adults appears to slow disease progression and reduce PSM without preventing ASE development. These findings demonstrate that ASE is a geographically restricted disease of the Columbia Basin that may have associations with diverse environmental exposures including water temperature and pathogens.

8
Hormonal and Environmental Drivers of Spermiation in the Endangered Mountain Yellow-Legged Frog (Rana muscosa): Toward Biologically Informed Assisted Reproductive Technologies.

Calatayud, N. E.; Jacobs, L.; Upton, R.; Chancellor, S.; Durrant, B.; Shier, D. M.

2026-07-31 zoology 10.1101/2025.08.21.671667 medRxiv
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Amphibians are among the most threatened vertebrates, yet assisted reproductive technologies (ARTs) remain underutilised in their conservation. We developed and evaluated a biologically relevant, non-lethal sperm collection protocol for Rana muscosa, a critically endangered frog in a long-term conservation breeding program. Thirteen hormone treatments were tested across six post-injection time points, and sperm quality was assessed via concentration, motility, osmolality, and pH. Generalised linear mixed models revealed that gonadotropin-releasing hormone (GnRHa) alone significantly outperformed hCG-based regimens. The 3 {micro}g/g GnRHa dose yielded the highest sperm concentration and sustained motility from 3 to 24 hours post-injection. Motility was highest under moderately acidic (pH 6.5-7.0) and hypoosmotic (75-100 mOsm/kg) conditions. To support decision-making, we applied a refined Wildlife Sperm Index (WSI) that weights motility and concentration as primary functional-yield traits, with motility given greater relative weight given its direct role in fertilisation, and treats pH and osmolality as secondary environmental-compatibility traits. Under this revised composite score, 3 {micro}g/g GnRHa achieved the highest overall WSI score, outperforming 2 {micro}g/g and 4 {micro}g/g GnRHa, which ranked second and third, respectively, despite their more favourable pH and osmolality profiles. These findings provide the first evidence-based ART protocol for R. muscosa and offer a transferable framework for optimising gamete collection, IVF, and cryopreservation in line with other amphibian species, advancing both genetic management and species recovery goals.

9
Evaluating in vitro spermatogenesis in Atlantic salmon using single-cell transcriptomics

Sharma Humagain, P.; Podgorniak, T.; Henkel, C.; Boyartchuk, V.; Kent, M.; Seilo Torgersen, J.

2026-08-04 cell biology 10.64898/2026.08.04.742726 medRxiv
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Understanding how to maintain and direct spermatogenesis in vitro is central to advancing reproductive biotechnologies in aquaculture species where the ability to generate gametes outside the organism could facilitate selective breeding, genetic modification, and germline preservation. However, current culture systems remain poorly defined in farmed fish species. In Atlantic salmon (Salmo salar), progress has been further limited by the absence of a comprehensive reference atlas of testicular cell types, making it difficult to determine how cells maintained in culture relate to their native counterparts. To address this, we first established a single-cell RNA atlas of the Atlantic salmon testis from freshly isolated tissue, resolving somatic and germ cell populations across all major stages of spermatogenesis. Primary testicular cells were then cultured under distinct conditions designed to promote either proliferation or differentiation for 14 days and subsequently subjected to single-cell RNA sequencing. To assign cell identities in cultured samples, the transcriptional profiles of cultured cells were computationally mapped onto the atlas, allowing direct comparison of cultured and native cell states. This approach revealed pronounced, condition-specific shifts in cellular composition. Proliferation medium supplemented with epidermal growth factors (EGF) and insulin-like growth factor (IGF) enriched spermatogonial populations, indicating preferential support of undifferentiated and actively dividing germ cells. In contrast, basal medium favoured the preferential survival of Sertoli cells in the absence of defined growth cues. A differentiation medium containing hormones that stimulate male gonad development (gonadotropins and androgens) failed to robustly promote meiotic progression. Further, comparative analysis of Sertoli cells across different conditions (in vivo and in vitro) revealed a loss of canonical identity markers and induction of stress-associated transcriptional programs in vitro compared to in vivo, indicating a shift away from specialised somatic function. Together, these findings establish the first single-cell reference atlas of Atlantic salmon testis and provide a framework for evaluating and optimising testis culture systems in salmonids. While early germ cell populations could be maintained and enriched in vitro, progression through later stages of spermatogenesis remained limited, indicating that important biological requirements of the native testicular environment are not yet fully recapitulated under current culture conditions.

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The influence of parental and genotype effects on early survival and development in Atlantic salmon

Maamela, K. S.; Prokkola, J. M.; Suvanto, C.; Huang, X.-D.; Primmer, C. R.; Mobley, K. B.

2026-08-17 evolutionary biology 10.64898/2026.08.14.744584 medRxiv
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Parental qualities can influence the development and fitness of their offspring via genetic and non-genetic effects. Although these effects are often linked to parental phenotypes, the effect of parental genetic variation linked with relevant phenotypes is less well understood. We performed full factorial crosses based on parental genotypes for an age-at-maturity-related gene, vgll3, to investigate how the parental genotypes influence Atlantic salmon (Salmo salar) offspring survival, growth, and development in their early life. Beyond the connection with age at maturity, the additional association between vgll3 and body condition in Atlantic salmon offers a potential pathway by which the maternal vgll3 genotype could influence offspring early life fitness. Combined with measurements of maternal phenotype and egg characteristics, the crossing design therefore allowed us to disentangle the maternal and paternal genetic and non-genetic contributions to variation in offspring survival and phenotypic traits. The phenotypic traits measured were hatching length and yolk sac area, growth, and yolk sac consumption and conversion efficiency. Parental vgll3 genotype did not influence the majority of our measured egg traits or alevin traits except for a genetic effect of paternal vgll3 genotype on offspring survival, whereby the paternal late maturation allele was associated with higher survival. Maternal effects were strongest for survival and for traits associated with hatching and weaker for alevin growth and yolk sac usage. Paternal effects on the measured alevin traits were negligible. The results from our study demonstrate that both maternal and paternal effects have the potential to influence offspring early life fitness traits.

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Profile of the digestive and absorptive functions in the intestine of fish with different dietary habits and in response to increased dietary carbohydrate or protein.

Moran, A. W.; Al-rammahi, M.; Bristow, R. L.; Magee, K.; Shirazi-Beechey, S. P.

2026-09-13 physiology 10.64898/2026.09.07.749816 medRxiv
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Global aquaculture has grown significantly, but to maintain current consumption, supply must double over the next 20 years. Here, we characterised the digestive and absorptive capacities in the intestines of three commercially important, farmed fish species with varying natural diets: Nile tilapia (Oreochromis niloticus), common carp (Cyprinus carpio ), and rainbow trout (Oncorhynchus mykiss). Disaccharidase activity (maltase, sucrase) and sodium-dependent D-glucose absorption were highest in Nile tilapia, followed by common carp, and lowest in rainbow trout. We found regional intestinal differences in disaccharidase activity and SGLT1 expression in the three species. Aminopeptidase A (APA) and aminopeptidase N (APN) activities were typically highest in Nile tilapia. Intestinal expression of the neutral amino acid transporter B0AT1 was approx. double in tilapia and carp compared to trout. We also assessed common carp, zebrafish and Rainbow trout's digestion profile when fed low-carbohydrate/high protein and high-carbohydrate/low-protein diets. Common carp and zebrafish adapted to high-carbohydrate diets by up-regulating both digestive enzymes and SGLT1. Common carp increased SGLT1 protein abundance 2.7-fold in the foregut and 4.6-fold in the hindgut. Rainbow trout increased disaccharidase activity but not SGLT1 expression in response to a high-carbohydrate diet. Both Rainbow trout and common carp down-regulated their APN activity but upregulated their B0AT1 expression 2-fold in response to increased dietary protein. These physiological limitations are critical considerations for formulating sustainable plant-based aquafeeds.

12
Environmental monitoring for pathogen detection in zebrafish housing systems using molecular techniques: A 3Rs principles-based approach

Checco, M. A.; Cacciamali, A.; Dotti, S.; Villa, R.

2026-07-31 molecular biology 10.64898/2026.07.29.741654 medRxiv
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Health monitoring is essential to ensure laboratory animal welfare and the reliability of experimental data in zebrafish research facilities. Conventional surveillance strategies based on resident or sentinel fish have limitations in terms of sensitivity and animal use, highlighting the need for alternative approaches consistent with the 3Rs principles. In this perspective, the present study evaluated the use of sludge collected from recirculating aquaculture systems as an environmental matrix for molecular health monitoring. Because sludge accumulates microorganisms and organic material from the entire system, it represents a promising sample for pathogen detection. Following an initial environmental surveillance phase to detect pathogens present in the system, the study aimed to optimise a molecular protocol for sludge analysis. To this end, four commercial DNA extraction kits were evaluated to assess their effectiveness in recovering bacterial DNA from sludge. Their performance was analysed by quantitative PCR in terms of extraction efficiency, repeatability, and limit of detection. The results highlighted the strengths and limitations of each DNA extraction protocol and confirmed the suitability of sludge as a non-lethal matrix for pathogen detection. These findings support the implementation of environmental monitoring as a practical and cost-effective alternative to sentinel-based surveillance, improving pathogen detection while reducing animal use in accordance with the 3Rs principles and Directive 2010/63/EU.

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Meta-analysis of gut microbiome in largemouth bass (Micropterus salmoides) under different aquaculture systems

Liu, X.; Zhong, L.; Zeng, W.; Cai, W.

2026-09-15 microbiology 10.64898/2026.09.13.751318 medRxiv
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The teleost gastrointestinal tract hosts metabolically active microbial assemblages that play critical roles in nutrient use, immune regulation, physiology, behavior, growth, reproduction, and health status. However, the extent to which aquaculture production systems restructure these communities remains poorly defined. In this study, metagenomic sequencing was applied to characterize gut microbiota in largemouth bass (Micropterus salmoides) reared under four representative farming conditions: industrial aquaculture (IA), captive pond-based farming (CA), ordinary pond aquaculture with healthy fish (PH), and ordinary pond aquaculture with diseased fish (PD). Results revealed that the four groups exhibited pronounced differences in microbial diversity, taxonomic composition, functional capacity, carbohydrate-active enzyme profiles, and antibiotic resistance genes (ARGs). Notably, bacterial taxa accounted for more than 95% of the gut microbial communities across all groups. IA fish showed greater microbial richness and diversity than CA and PH fish, consistent with a more complex and potentially more stable intestinal ecosystem under industrialized rearing conditions. Taxonomic profiling at both the phylum and genus levels identified production system-specific microbial signatures. In particular, opportunistic pathogens, including Aeromonas veronii and Aeromonas hydrophila, were disproportionately enriched in CA fish, suggesting a microbiota profile associated with increased disease vulnerability. Functional prediction analysis further indicated distinct metabolic states among groups, with purine and fatty acid metabolism enriched in PD fish, potentially reflecting disease-associated disruption of host-microbiota interactions. Carbohydrate-active enzyme analysis revealed substantial variation in microbial carbohydrate-processing potential, whereas ARG profiling indicated that farming conditions were linked to distinct gut resistome patterns. Collectively, these findings identify aquaculture regimes as a key ecological driver of intestinal microbiome structure in largemouth bass and provide a mechanistic basis for optimizing microbiome-informed health management in aquaculture systems. Keywords: Largemouth bass (Micropterus salmoides); gut microbiota; aquaculture modes

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Genomic evidence for Z-W differentiation in Pacific saury (Cololabis saira) and sex-chromosome diversity in Beloniformes

Ujiie, K.; Kato, T.; Sawayama, E.; Yamamoto, Y.

2026-09-13 genetics 10.64898/2026.09.08.749792 medRxiv
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Genetic sex-determination mechanisms evolve rapidly in teleost fishes and are diverse within Beloniformes. In the present study, the sex-determination system of Pacific saury (Cololabis saira) was confirmed using double-digest, restriction-site-associated DNA sequencing (ddRAD-seq) and pooled whole-genome sequencing (Pool-seq), and a DNA marker was developed for inferring genetic sex. DNA sequence analysis detected numerous markers occurring predominantly or exclusively in phenotypic females suggesting a ZZ/ZW sex-determination system. Mapping of ddRAD-seq loci showed that these markers were concentrated within a 3-19 Mb region of chromosome 17 (Chr17). Pool-seq analyses also revealed elevated FST, sex-specific differences in sequencing depth, and nucleotide diversity within this region, supporting a ZZ/ZW sex-determination system involving Chr17. A PCR marker designated female-specific 1 (FS1), developed from a female-associated ddRAD sequence unmapped from the male-derived reference genome, was detected in all 43 phenotypic females and none of the 50 phenotypic males collected in 2025. In an independent sample collected in 2026, FS1 was detected in all 19 phenotypic females and one of the 29 phenotypic males, resulting in 97.9% concordance with phenotypic sex. The FS1-positive male may represent a genotypic-phenotypic sex mismatch or reflect recombination between FS1 and the causal sex-determining region; the linkage of FS1 to the W chromosome remains unconfirmed. Chromosome-scale synteny analysis showed that Pacific saury Chr17 and the sex chromosomes of Hyporhamphus sajori and Oryzias latipes are nonhomologous to one another. These findings reveal substantial sex-chromosome diversity among beloniform fishes and establish a basis for investigating genetic sex determination and genotypic-phenotypic sex concordance in wild Pacific saury.

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Improved two-stage GWAS identifies rare genetic variants associated with dermo susceptibility in the eastern oyster

Coyne, P.; Sun, H.; Wang, Z.; Casa, S.; La Peyre, J.; Williams, M.; Rikard, S.; Bushek, D.; Guo, X.

2026-09-12 genomics 10.64898/2026.09.08.750289 medRxiv
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Perkinsus marinus is a protist that causes the wasting disease dermo in the Eastern oyster, Crassostrea virginica. The disease causes high mortality of both wild and cultured oysters, impacting ecosystem health and aquaculture. Despite decades of research, the genetic mechanisms of dermo resistance remain poorly understood. Traditional selective breeding based on phenotypes has yielded improvements in dermo resistance, but progress has been slow, likely due to the trait's complex genetic architecture. Understanding the genetic mechanisms underlying dermo resistance may facilitate advanced breeding to accelerate improvement. This study conducted genome-wide association studies (GWAS) of dermo resistance, leveraging a multi-generational dataset comprising 2,423 oysters phenotyped for survival following a dermo challenge and genotyped using a high-density 66K SNP array. A two-stage GWAS with more inclusive quality control identified 48 dermo-resistance markers, including many associated with genes for innate immune response and energy metabolism. Most dermo-resistance markers showed rare minor alleles occurring at higher frequencies in oysters that died after challenge, suggesting that these rare alleles are deleterious and associated with dermo susceptibility. The strongest association was with a polymorphism in the mucin-5AC-like gene, explaining 8.1% of phenotypic variation and suggesting that mucus production plays a crucial role in dermo resistance. The inclusion of these markers has improved genomic prediction accuracy, and their identification provides new insights into genomic variation and the architecture of dermo resistance, informing future strategies for genetic improvement.

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Antimicrobial resistance patterns reveal widespread multidrug-resistance among Vibrio species in shrimp hatchery environments of Bangladesh

Rahman, M. N.; Ahmmed, S.; Rahman, M. S.

2026-09-20 microbiology 10.64898/2026.09.17.752394 medRxiv
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Vibrio species are ubiquitous in shrimp hatchery systems, where their opportunistic pathogenic characteristics threaten the vulnerable larval stage, and antibiotics are routinely applied for disease control and prevention. Therefore, studying Vibrio composition and its antibiotic resistance burden is critical for hatchery environments and public health. The present study characterized Vibrio composition and its antimicrobial resistance patterns in water-flow systems and postlarvae from shrimp hatcheries in Coxs Bazar, Bangladesh. The findings revealed that Vibrio composition in these hatchery systems comprised nineteen different species. The Harveyi clade was the most dominant group, including V. alginolyticus, V. rotiferianus, and V. harveyi. The Vibrio isolates were highly resistant to erythromycin, ampicillin, and streptomycin, while remaining susceptible to chloramphenicol, nitrofurantoin, and gentamicin. Seven antibiotics, including trimethoprim-sulfamethoxazole, ampicillin, and erythromycin, were categorized as poorly active, suggesting their inefficacy against vibriosis outbreaks. More than 50% of the isolates had multiple antibiotic resistance index greater than 0.2 and 67.8% were categorized as multidrug-resistant. Both indices progressively increased along the water-flow systems and postlarvae had the highest values, pointing to antibiotic contamination within hatchery systems. Resistance gene screening identified sul2 and tetC as most prevalent, while association analysis showed cross-resistance patterns among antibiotics, concordance between trimethoprim-sulfamethoxazole and streptomycin resistance with the presence of sul2 and strA-strB genes, and co-selection of sul2, ermB, and strA-strB genes. The findings provide baseline data on Vibrio diversity and resistance burden, and inform antibiotic stewardship policies and monitoring strategies that support a One Health approach in shrimp hatchery systems.

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Gene transcriptional profiling to assess Chinook salmon osmoregulatory resilience to salinity challenges

Islam, S. S.; Jeffries, K. M.; Heath, J. W.; Heath, D. D.

2026-10-06 genomics 10.64898/2026.09.30.755653 medRxiv
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Given unprecedented environmental change, Pacific salmonids are becoming increasingly threatened; however, genomic technologies provide an opportunity to assess Pacific salmonid resilience to on-going environmental change. Also, given increasing conservation and animal welfare concerns, non-lethal tissue sampling is emerging for assessing the physiological status of wild species. Relatively few studies, however, have compared the transcriptomic response of fish sampled non-lethally versus lethally for fish health and stress quantification. Here, we conducted a comparative gene transcriptional profiling study using 28 qPCR assays on the OpenArray platform as an osmoregulatory stress transcriptional profiling chip. We sampled both non-lethal (gill biopsies, skin swabs, and water [eRNA]) and lethal (whole gill and liver) tissue samples from Chinook salmon (Oncorhynchus tshawytscha) smolts exposed for 0 h, 24 h, and 72 h to freshwater (0 PSU), brackish water (15 PSU) or seawater (30 PSU). We observed that most assays showed higher qPCR amplification success in both non-lethal gill biopsies and lethal gill tissues, compared to other tissues. We found more significant differences in transcript abundance in traditional lethal tissues compared to non-lethal tissues. With increasing duration of salinity exposure, gene transcript levels were typically upregulated in seawater samples compared to freshwater samples for both non-lethal and lethal tissues. The targeted genes for both non-lethal and lethal tissues were significantly and positively correlated across time points. Our findings support the use of non-lethal tissue sampling to improve Chinook salmon hatchery rearing, inform hatchery release timing, and facilitate future field application for the conservation of wild stocks.

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Exploratory metagenomics of bacterial diversity in semen from indonesian native roosters supplemented with curcumin and penicillin-streptomycin

Khaeruddin, ; Hermawansyah, ; Junaedi, ; Syamsuryadi, B.; Kasri,

2026-08-28 microbiology 10.64898/2026.08.27.747682 medRxiv
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2.5%
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This study aims to evaluate the effectiveness of curcumin and penicillin-streptomycin as diluents on changes in the structure and diversity of the chicken semen microbiome during storage. Semen was collected from Kampung chickens (native to Indonesia) and divided into five treatment groups: diluted without antibiotics or curcumin (control), and diluted with additions of 10 micromolar, 20 micromolar, and 30 micromolar curcumin, and penicillin-streptomycin, respectively. The semen was stored at 5 C for 24 hours. The composition and diversity of the semen microbiome were analyzed using 16S full-length amplicon sequencing. Analysis of the top 10 species showed that Uncultured Saccharofermentans sp. and Porphyromonas somerae served as the most dominant and stable core microbiome across all treatments. Alpha diversity analysis showed that the addition of curcumin and penicillin-streptomycin reduced microbial richness (Observed, ChaO1, ACE, and Fisher) in a dose-dependent manner, yet maintained overall diversity (Shannon and Simpson), with the penicillin-streptomycin treatment resulting in the highest species evenness (InvSimpson). Beta diversity analysis revealed extreme separation of taxonomic abundance variance in the penicillin-streptomycin group, whereas the curcumin treatment exhibited a dose-dependent pattern of microbial abundance transition. Venn diagram analysis identified 415 OTUs as the core microbiome and confirmed that curcumin acts through selective filtering that stabilizes the ecosystem without triggering the proliferation of opportunistic taxa. Penicillin-streptomycin acts more rapidly and dominantly in suppressing/killing bacterial populations, however, the addition of curcumin is able to modulate the microbial ecosystem in a more balanced manner by suppressing the growth of harmful bacteria without compromising the integrity of the chicken semen environment.

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A ratiometric biochemical framework reveals strain-specific metabolic allocation strategies in brook trout liver

Edwards, K. A.; Randall, E. A.; Kraft, C. E.; Mangal, B.; Kleiner, D.

2026-08-11 biochemistry 10.64898/2026.08.09.743818 medRxiv
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2.2%
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Brook trout (Salvelinus fontinalis) exhibit strain-level variation in growth performance, environmental tolerance, and survival, yet the biochemical mechanisms underlying these differences remain poorly understood. We developed and applied a ratiometric biochemical framework integrating the pentose-phosphate pathway (PPP) and glutathione metabolism to characterize strain-specific hepatic metabolic organization in brook trout. Five strains reared under standardized conditions differed significantly in hepatic soluble protein density, glutathione pool size, total NADP(H) concentration, and activities of glucose-6-phosphate dehydrogenase (G6PDH), glutathione reductase (GR), and transketolase (TKT). These differences were not uniformly coordinated across pathways, demonstrating that metabolic phenotype cannot be inferred from individual biomarkers alone. Derived ratios describing oxidative-to-non-oxidative PPP capacity (G6PDH/TKT) and glutathione buffering relative to recycling capacity ((GSH+GSSG)/GR) resolved distinct patterns of metabolic allocation among strains. Despite shared ancestry, the Temiscamie (TEM) strain and its domestic x TEM hybrid (TXD) exhibited markedly divergent metabolic phenotypes, demonstrating that closely related strains can differ substantially in hepatic metabolic organization. Together, these findings identify relative allocation among interconnected metabolic pathways as an axis of physiologic diversity and establish a ratiometric approach for comparing metabolic organization across populations and species. Graphical abstractHepatic metabolic phenotypes of brook trout strains were characterized by integrating pentose phosphate pathway enzyme capacities, glutathione metabolism, NADP(H) availability, and soluble protein into a ratiometric framework. Ratios distinguish investment in oxidative versus non-oxidative PPP capacity (G6PDH/TKT), antioxidant buffering versus glutathione recycling capacity (total glutathione/GR), and hepatic protein density (soluble protein/liver mass), revealing distinct metabolic organization among strains. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=88 SRC="FIGDIR/small/743818v1_ufig1.gif" ALT="Figure 1"> View larger version (25K): org.highwire.dtl.DTLVardef@1694676org.highwire.dtl.DTLVardef@90f2d4org.highwire.dtl.DTLVardef@365327org.highwire.dtl.DTLVardef@8d56ca_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIA ratiometric framework was developed to characterize hepatic metabolic organization in brook trout C_LIO_LIGlutathione buffering and recycling capacity distinguish alternative redox phenotypes C_LIO_LIInvestment in oxidative and non-oxidative PPP capacity varies independently among strains C_LIO_LIG6PDH/TKT and total glutathione (GSH+GSSG)/GR reveal distinct metabolic phenotypes C_LIO_LIRatiometric indices provide a framework for interpreting redox metabolism and carbon allocation C_LI

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Complete ammonia-oxidizing Nitrospira and ammonia-oxidizing archaea as biological supplements for freshwater aquaria

Umbach, A. K.; Ikert, O.; Choquet, B.; Neufeld, J. D.

2026-10-10 microbiology 10.64898/2026.10.08.757816 medRxiv
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2.1%
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Biological filtration in newly established aquaria depends on the establishment of nitrifying microorganisms that prevent accumulation of toxic ammonia and nitrite. Many aquarists use commercial nitrifying supplements to accelerate biofilter establishment and reduce ammonia and nitrite accumulation. However, the microbial composition and in situ efficacy of these products remain poorly characterized. We evaluated the ability of enrichment cultures containing comammox Nitrospira (CX) and the ammonia-oxidizing archaeon Ca. Nitrosotenuis aquarius (AQ) to serve as aquarium nitrifying supplements, tested alongside a conventional supplement (CS) containing ammonia-oxidizing bacteria. Inoculation of new aquaria containing zebrafish (Danio rerio) with nitrifying supplements resulted in distinct nitrifier profiles within biofilters of each treatment group corresponding with significant reductions in peak ammonia and nitrite concentrations, which were most evident when applied at the maximum tested supplement dose. Treating aquaria with CX, AQ, or CS maintained ammonia and nitrite at low concentrations, and CX effectively prevented ammonia and nitrite accumulation through all stages of aquarium operation and biofilter establishment. After removing all fish from the aquaria, ammonia "spike-in" experiments demonstrated biofilters treated with CX and AQ conferred long-term protection against nitrite accumulation following acute ammonia loading events. Whereas 16S rRNA gene sequences associated with CS were rarely detected within biofilter profiles, those associated with CX and AQ established early and persisted temporally. Overall, results demonstrate how nitrifiers might be differentially adapted to home aquarium conditions and the potential of AOA and comammox Nitrospira to improve biofilter establishment and maintaining safe water quality in newly established freshwater aquaria.