Global aquaculture production has been rising for several decades, with up to 76% of the total production from fish. However, the problem of fish diseases is becoming more and more prominent in today's context of pursuing sustainable aquaculture. Since the first fish genome assembly reported in 2002, genomic approaches have been successfully implemented in fish breeding to enhance disease resistance and reduce economic losses caused by diverse fish diseases. Here, we present a review of the current progress in fish genomics and its application in disease‐resistance breeding. First, assembly data for all publicly available fish genomes were curated and statistical analysis of these data were performed. Subsequently, genomics‐assisted breeding approaches (including quantitative trait loci mapping, genome‐wide association study, marker‐assisted selection, genomic selection, gene transfer, and genome editing) that have been applied in practical disease–resistance breeding programs are outlined. In addition, candidate genetic markers that could possibly be utilized in breeding were summarized. Finally, remaining challenges and further directions were discussed. In summary, this review provides insight into fish genomics and genomics‐assisted breeding of disease‐resistant fish varieties.

The Chinese green mussel, Perna viridis, is a marine bivalve with important economic values as well as biomonitoring roles for aquatic pollution. Byssus, secreted by the foot gland, has been proved to bind heavy metals effectively. In this study, using the RNA sequencing technology, we performed comparative transcriptomic analysis on the mussel feet with or without inducing by cadmium (Cd). Our current work is aiming at providing insights into the molecular mechanisms of byssus binding to heavy metal ions. The transcriptome sequencing generated a total of 26.13-Gb raw data. After a careful assembly of clean data, we obtained a primary set of 105,127 unigenes, in which 32,268 unigenes were annotated. Based on the expression profiles, we identified 9,048 differentially expressed genes (DEGs) between Cd treatment (50 or 100 μg/L) at 48 h and the control, suggesting an extensive transcriptome response of the mussels during the Cd stimulation. Moreover, we observed that the expression levels of 54 byssus protein coding genes increased significantly after the 48-h Cd stimulation. In addition, 16 critical byssus protein coding genes were picked for profiling by quantitative real-time PCR (qRT-PCR). Finally, we reached a primary conclusion that high content of tyrosine (Tyr), cysteine (Cys), histidine (His) residues or the special motif plays an important role in the accumulation of heavy metals in byssus. We also proposed an interesting model for the confirmed byssal Cd accumulation, in which biosynthesis of byssus proteins may play simultaneously critical roles since their transcription levels were significantly elevated.

A remarkable life cycle of the protandrous blackhead seabream (Acanthopagrus schlegelii), initiating as a male during the first two years and then naturally transforming to a female since the third year, makes this fish a valuable model for studying molecular mechanisms of sex change. Here, we constructed a gap-free telomere-to-telomere (T2T) genome assembly for a male blackhead seabream, by integration of PacBio HiFi, Ultra-long ONT and Hi-C sequencing techniques. With 97.87% of the entire sequences anchored into 24 chromosomes, this haplotypic genome assembly spans 714.98 Mb. In terms of correctness (quality value QV: 52.95) and completeness (BUSCO score: 99.9%), this chromosome-scale assembly is indeed of high quality. It has been annotated with 24,581 protein-coding genes, and predicted with low percentage (30.95%) of repetitive sequences. As the first reference T2T-level genome assembly of various protandrous fishes, it provides a valuable genetic resource for expansion of fish genomics database. It will also allow for in-depth genomic comparisons among diverse hermaphrodite vertebrates, as well as offer fundamental genome data to support extensive research on blackhead seabream.

Endemic to the upper and middle reaches of the Yangtze River in China, elongate loach (Leptobotia elongata) has become a vulnerable species mainly due to overfishing and habitat destruction. Thus far, no genome data of this species are reported. As a result, lacking of such genomic information has restricted practical conservation and utilization of this economic fish. Here, we constructed chromosome-level genome assemblies for both male and female elongate loach by integration of MGI, PacBio HiFi and Hi-C sequencing technologies. Two primary genome assemblies (586-Mb and 589-Mb) were obtained for female and male fishes, respectively. Indeed, 98.22% and 98.61% of the contig sequences were anchored onto 25 chromosomes, with identification of 26.22% and 25.92% repeat contents in both assembled genomes. Meanwhile, a total of 25,215 and 25,253 protein-coding genes were annotated, of which 97.41% and 98.8% could be predicted with functions. Taken together, our genome data presented here provide a valuable genomic resource for in-depth evolutionary and functional research, as well as molecular breeding and conservation of this economic fish species.

The Butterfly hillstream loach (Beaufortia pingi), an aquatic benthic fish species inhabiting mountain rapids, exhibits exceptional capabilities in movement, adsorption, and desorption processes, enabling it to adhere to smooth and contaminated surfaces in turbulent streams. These attributes make it a significant subject for genetic and evolutionary research. In this study, the genomic sequences of this species were acquired utilizing PacBio sequencing and Hi-C methods. The genome assembly is 459.8 Mb in size with a contig N50 of 5.35 Mb, and the assembled contigs were anchored into 25 chromosomes. BUSCO analysis confirmed a high completeness level with 97.0% gene coverage. A total of 111.47 Mb repetitive sequences (24.25% of the assembled genome), and 22,906 protein-coding genes were identified in the genome. This study represents the first investigation of the species’ genome. The establishment of this genome assembly provides valuable resources for future genetic research and facilitates the study of genetic changes during evolution.

As a protandrous hermaphroditic fish species with natural sex change from male to female, Asian seabass (Lates calcarifer) represents an attractive model for studying sequential hermaphroditism. In this study, we constructed the first telomere-to-telomere (T2T) gap-free genome assembly of Asian seabass, by integration of MGI short-read, PacBio HiFi long-read, ONT ultra-long and Hi-C sequencing technologies. The haplotypic 614.19 Mb genome sequences were successfully anchored onto 24 chromosomes, demonstrating exceptional contiguity with a contig N50 of 26.57 Mb. Comprehensive annotation revealed precise localization of telomeric repeats and centromeric regions across various chromosomes. Good results from Merqury (QV: 57.8), CRAQ (99.45%) and BUSCO (100%) indicate a high level of accuracy for the assembled genome. ONT ultra-long and PacBio HiFi sequencing data were aligned with the assembly using minimap2, resulting in a mapping rate over 98%. Repetitive elements accounted for 18.18% (111.64 Mb) of the entire genome, and a total of 25,093 protein-coding genes were annotated. This high-quality T2T genome assembly provides a valuable genetic resource for in-depth comparative genomics, population genetics, molecular breeding, and functional studies of this economically important marine species. This reference assembly also facilitates investigations into the detailed molecular mechanisms underlying its unique reproductive strategy of the protandrous hermaphrodite Asian seabass.