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1.
Sci Data ; 11(1): 572, 2024 Jun 04.
Artigo em Inglês | MEDLINE | ID: mdl-38834584

RESUMO

Hemibagrus guttatus, also named as spotted longbarbel catfish, is an economical fish in China. However, their gender cannot be easily distinguished from their appearance, which largely impedes their artificial breeding. Therefore, we provided two gap-free chromosome-level genomes of male and female spotted longbarbel catfish by combining wtdbg2, LR_Gapcloser and TGS-GapCloser assembly approaches with Hi-C data and accurate Pacbio HiFi long-reads. We assembled 30 chromosomes without any gap. Their genome sizes are approximately 749.1 Mb and 747.8 Mb of male and female individuals. The completeness results of BUSCO evaluation show about 94.2% and 95.0%, representing a high-level of completeness of both genomes. We also obtained 35,277 and 34,571 protein-coding gene sets from male and female individuals. Both available gap-free chromosome-level genomes of H. guttatus will provide excellent references for resequencing of male and female individuals to identify accurate markers for distinguishing gender of this fish.


Assuntos
Peixes-Gato , Cromossomos , Genoma , Animais , Feminino , Masculino , Peixes-Gato/genética
2.
Database (Oxford) ; 20242024 May 27.
Artigo em Inglês | MEDLINE | ID: mdl-38803273

RESUMO

Fish, being a crucial component of aquatic ecosystems, holds significant importance from both economic and ecological perspectives. However, the identification of fish at the species level remains challenging, and there is a lack of a taxonomically complete and comprehensive reference sequence database for fish. Therefore, we developed CoSFISH, an online fish database. Currently, the database contains 21 535 cytochrome oxidase I sequences and 1074 18S rRNA sequences of 21 589 species, belonging to 8 classes and 90 orders. We additionally incorporate online analysis tools to aid users in comparing, aligning and analyzing sequences, as well as designing primers. Users can upload their own data for analysis, in addition to using the data stored in the database directly. CoSFISH offers an extensive fish database and incorporates online analysis tools, making it a valuable resource for the study of fish diversity, phylogenetics and biological evolution. Database URL:  http://210.22.121.250:8888/CoSFISH/home/indexPage.


Assuntos
Código de Barras de DNA Taxonômico , Complexo IV da Cadeia de Transporte de Elétrons , Peixes , RNA Ribossômico 18S , Animais , Peixes/genética , Peixes/classificação , RNA Ribossômico 18S/genética , Complexo IV da Cadeia de Transporte de Elétrons/genética , Código de Barras de DNA Taxonômico/métodos , Bases de Dados Genéticas , Filogenia , Bases de Dados de Ácidos Nucleicos
3.
Front Genet ; 15: 1381832, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38666292

RESUMO

Asia arowana (Scleropages formosus) is an ornamental fish with high economic value, while its sex determination mechanism is still poorly understood. By far, no morphological evidence or molecular marker has been developed for effective distinguishment of genders, which poses a critical challenge to our captive breeding efforts. In this study, we sequenced gonadal transcriptomes of adult Asian arowanas and revealed differential expression profiling of sex-related genes. Based on the comparative transcriptomics analysis of testes (n = 3) and ovaries (n = 3), we identified a total of 8,872 differentially expressed genes (DEGs) and 18,490 differentially expressed transposable elements (TEs) between male and female individuals. Interestingly, the expression of TEs usually has been more significantly testis-biased than related coding genes. As expected, several genes related to females (such as foxl2 and cyp19a1a) are significantly transcribed in the ovary, and some genes related to male gonad development (such as dmrt1, gsdf and amh) are highly expressed in the testis. This sexual dimorphism is valuable for ascertaining the differential expression patterns of sex-related genes and enriching the genetic resources of this economically important species. These valuable genetic materials thereby provide instructive references for gender identification and one-to-one breeding practices so as to expand fish numbers for a rapid elevation of economic value.

4.
Animals (Basel) ; 14(3)2024 Jan 26.
Artigo em Inglês | MEDLINE | ID: mdl-38338053

RESUMO

Through a 30-day experiment, this study investigated the effects of five photoperiods (0L:24D, 6L:18D, 12L:12D, 18L:6D, and 24L:0D) on the survival, enzyme activity, body color, and growth-related gene expression of redclaw crayfish (Cherax quadricarinatus) juveniles. The results showed that C. quadricarinatus juveniles under 18L:6D and 24L:0D photoperiods exhibited the highest survival rate, which was significantly higher than the survival rates of juveniles under the other three photoperiods (p < 0.05). However, the 0L:24D group had the highest final body weight and weight gain rate, significantly surpassing those of the 12L:12D, 18L:6D, and 24L:0D groups (p < 0.05). Regarding enzyme activity and hormone levels, juveniles under the 18L:6D photoperiod exhibited relatively higher activity of superoxide dismutase (SOD), acid phosphatase (ACP), and lysozyme (LZM) enzymes than those under other photoperiods, but their levels of melatonin and cortisol were relatively low. In addition, the 24L:0D group showed the highest malondialdehyde (MDA) content. Analysis of gene expression levels revealed that retinoid X receptor (RXR) and α-amylase (α-AMY) genes in C. quadricarinatus juveniles exhibited significantly higher expression levels under the 18L:6D photoperiod than those under the other four photoperiods (p < 0.05). With increasing daylight exposure, the body color of C. quadricarinatus changed from pale blue to yellow-brown. In summary, C. quadricarinatus juveniles achieved high survival rates, good growth performance, strong antioxidant stress response, and immune defense capabilities under an 18 h photoperiod. Therefore, in the industrial seedling cultivation of redclaw crayfish, it is recommended to provide 18 h of daily light. Further, the study demonstrated the ability to manipulate the body color of C. quadricarinatus through controlled artificial photoperiods. These findings provide essential technical parameters needed for the industrial cultivation of C. quadricarinatus juveniles.

5.
Nat Commun ; 15(1): 1411, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38360829

RESUMO

In the Anthropocene, non-native freshwater fish introductions and translocations have occurred extensively worldwide. However, their global distribution patterns and the factors influencing their establishment remain poorly understood. We analyze a comprehensive database of 14953 freshwater fish species across 3119 river basins and identify global hotspots for exotic and translocated non-native fishes. We show that both types of non-native fishes are more likely to occur when closely related to native fishes. This finding is consistent across measures of phylogenetic relatedness, biogeographical realms, and highly invaded countries, even after accounting for the influence of native diversity. This contradicts Darwin's naturalization hypothesis, suggesting that the presence of close relatives more often signifies suitable habitats than intensified competition, predicting the establishment of non-native fish species. Our study provides a comprehensive assessment of global non-native freshwater fish patterns and their phylogenetic correlates, laying the groundwork for understanding and predicting future fish invasions in freshwater ecosystems.


Assuntos
Ecossistema , Água Doce , Animais , Filogenia , Rios , Peixes , Espécies Introduzidas , Biodiversidade
6.
Ecol Appl ; 33(8): e2819, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36793187

RESUMO

Understanding the mechanisms underlying the invasion success or failure of alien species can help to predict future invasions and cope with the invaders. The biotic resistance hypothesis posits that diverse communities are more resistant to invasion. While many studies have examined this hypothesis, the majority of them have focused on the relationship between alien and native species richness in plant communities, and results have often been inconsistent. In southern China, many rivers have been invaded by alien fish species, providing an opportunity to test the resistance of native fish communities to alien fish invasions. Using survey data for 60,155 freshwater fish collected from five main rivers of southern China for 3 years, we assessed the relationships between native fish richness and the richness and biomass of alien fishes at river and reach spatial scales, respectively. Based on two manipulative experiments, we further examined the impact of native fish richness on habitat selection and the reproductive ability of an exotic model species Coptodon zillii. We found no apparent relationship between alien and native fish richness, whereas the biomass of alien fish significantly decreased with increasing native fish richness. In experiments, C. zillii preferred to invade those habitats that had low native fish richness, given evenly distributed food resources; reproduction of C. zillii was strongly depressed by a native carnivorous fish Channa maculata. Together, our results indicate that native fish diversity can continue to provide biotic resistance to alien fish species in terms of limiting their growth, habitat selection, and reproduction when these aliens have successfully invaded southern China. We thus advocate for fish biodiversity conservation, especially for key species, to mitigate against the population development and ecological impact of alien fish species.


Assuntos
Biodiversidade , Ecossistema , Animais , Biomassa , Espécies Introduzidas , Peixes , Fertilidade , China
7.
Biochem Genet ; 61(4): 1387-1400, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36607463

RESUMO

Tiger fish (genus Datnioides) are critical ornamental and economic fish and are valuable freshwater fish worldwide, belonging to the order Lobotiformes. Currently, there are five extant species (Datnioides campbelli, D. microlepis, D. polota, D. pulcher, and D. undecimradiatus) of Datnioides in the world, usually inhabiting in south and southeast Asia. Due to the decline of wild population sizes of tiger fish and the lack of molecular research on them, in the present study, we sequenced, assembled, and characterized the complete nuclear ribosomal DNA (nrDNA) operon of all five extant tiger fish species, in order to elucidate the phylogenetic relationship among the genus Datnioides. The nrDNA sequences of five tiger fish species were 8548-9182 bp in length, encompassing complete 18S rDNA, ITS1, 5.8S rDNA, ITS2, 28S rDNA, and IGS regions. Numerous repetitive sequences were detected, substantially influencing the sequence length of different regions in each species. We employed maximum-likelihood (ML) method and Bayesian inference (BI) method to construct phylogenetic trees for Datnioides. Phylogenetic analyses indicated that each region in nrDNA operon is not sufficiently phylogenetically informative to delineate the species in Datnioides; nevertheless, the whole operon is able to delineate five tiger fish species much better, three of five species were successfully partitioned. Particularly, regardless of employed markers, it was strongly supported that D. campbelli was considerably partitioned from the other four species, possibly due to the geographical separation. In spite of the fact that discrimination of Datnioides species requires further investigation, our study provides reference genome resources for the Lobotiformes, as well as insights into the phylogenetic position of Lobotiformes and further biological conservation.


Assuntos
Tigres , Animais , DNA Ribossômico/genética , DNA Espaçador Ribossômico/genética , Filogenia , Teorema de Bayes , Tigres/genética , Peixes/genética
8.
Ecol Evol ; 12(11): e9483, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36349255

RESUMO

Intraspecific variation in stoichiometric traits was thought to be an adaptive response to reduce the elemental imbalance between organism and diet in the habitat. Studying the spatial variation of stoichiometric traits of non-native species and the factors contributing to the variation could help to better understand the invasion mechanism of non-native fish. In this study, stoichiometric traits (i.e. carbon [C], phosphorus [P], calcium [Ca] and their ratios) variation in the body and organs of non-native sailfin catfishes Pterygoplichthys spp. were investigated across 13 river sections in the main river basins of Guangdong province. The relationships between environmental factors and stoichiometric traits were analyzed using a general linear model and an information-theoretic approach. A manipulated feeding experiment was conducted to investigate the impact of food quality on the stoichiometry of sailfin catfishes in a greenhouse. Sailfin catfishes exhibited considerable variability in body and organ elemental composition. Site identity was the main factor contributing to the variation, which could be explained by a combination of environmental factors including climate, diet quality, fish species richness and trophic status in the invaded rivers. Water chemistry (i.e. total nitrogen and phosphorus, ammonia nitrogen and soluble reactive phosphorus) contributed to the most variation of stoichiometric traits. Imbalances of P and Ca between sailfin catfishes and food resources varied among sampling sites, reflecting the spatial heterogeneity of nutrients limitation. Juvenile sailfin catfishes exhibited stoichiometric homeostasis (0 < 1/H < 0.25) for all elemental contents and ratios in the feeding experiment. These findings suggested variation in stoichiometric traits of sailfin catfishes might be attributed to the changes in elemental metabolism to cope with context-specific environments. This study provided heuristic knowledge about environmental-related variation in stoichiometric traits, which could enhance the understanding of the non-native species' adaptation to resource fluctuation in the invaded ecosystems.

9.
Mitochondrial DNA B Resour ; 7(11): 1975-1978, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36386019

RESUMO

In this study, the complete mitochondrial genome sequence of the New Guinea tiger fish Datnioides campbelli (Whitley 1938) (Lobotiformes: Datnioididae) was sequenced by next-generation sequencing method. The assembled mitochondrial genome consists of 13 protein-coding genes, 22 transfer RNA genes, and two ribosomal RNA genes, with a length of 16,416 bp. The total base composition of the mitogenome of D. campbelli was 29.31% for A, 29.02% for C, 15.14% for G and 26.54% for T. A phylogenetic tree based on 13 protein-coding genes (PCGs) provides important molecular data for further phylogeographic and evolutionary analysis of Lobotiformes.

10.
iScience ; 25(9): 105025, 2022 Sep 16.
Artigo em Inglês | MEDLINE | ID: mdl-36105587

RESUMO

Understanding the evolutionary history of the highly diverse ray-finned fishes has been challenging, and the development of more universal primers for phylogenetic analyses may help overcoming these challenges. We developed FishPIE, a nested PCR primer set of 82 phylogenetically informative exon markers, and tested it on 203 species from 31 orders of Actinopterygii. We combined orthologous sequences of the FishPIE markers obtained from published genomes and transcriptomes and constructed the phylogeny of 710 species belonging to 190 families and 60 orders. The resulting phylogenies had topologies comparable to previous phylogenomic studies. We demonstrated that the FishPIE markers could address phylogenetic questions across broad taxonomic levels. By incorporating the newly sequenced taxa, we were able to shed new light on the phylogeny of the highly diverse Cypriniformes. Thus, FishPIE holds great promise for generating genetic data for broad taxonomic groups and accelerating our understanding of the fish tree of life.

11.
Gigascience ; 112022 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-36106701

RESUMO

BACKGROUND: Asian arowana, Scleropages formosus, is one of the most expensive aquarium fish species worldwide. Its sex, however, cannot be distinguished clearly at any development stage, which impedes captive breeding and species protection for this endangered aquarium fish. RESULTS: To discover molecular clues to the sex of Asian arowana, we sequenced 26.5 Gb of PacBio HiFi reads and 179.2 Gb of Hi-C reads for 1 male fish and also sequenced 106.5 Gb of Illumina reads, 36.0 Gb of PacBio Sequel reads, and 80.7 Gb of Hi-C reads for 1 female individual. The final male and female genome assemblies were approximately 756.8 Mb and 781.5 Mb in length and contained 25,262 and 25,328 protein-coding genes, respectively. We also resequenced the genomes of 15 male and 15 female individuals with approximately 722.1 Gb of Illumina reads. A genome-wide association study identified several potentially divergent regions between male and female individuals. In these regions, cd48 and cfap52 could be candidate genes for sex determination of Asian arowana. We also found some structural variations in few chromosomes between male and female individuals. CONCLUSION: We provided an improved reference genome assembly of female arowana and generated the first sequenced genome of 1 male individual. These valuable genetic resources and resequencing data may improve global aquarium fish research.


Assuntos
Estudo de Associação Genômica Ampla , Genoma , Animais , Cromossomos , Feminino , Peixes/genética , Genômica , Masculino
12.
Glob Chang Biol ; 28(19): 5683-5694, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35904066

RESUMO

Since Darwin's time, degree of ecological similarity between exotic and native species has been assumed to affect the establishment success or failure of exotic species. However, a direct test of the effect of exotic-native similarity on establishment of exotics is scarce because of the difficulty in recognizing failures of species to establish in the field. Here, using a database on the establishment success and failure of exotic fish species introduced into 673 freshwater lakes, we evaluate the effect of similarity on the establishment of exotic fishes by combining phylogenetic and functional information. We illustrate that, relative to other biotic and abiotic factors, exotic-native phylogenetic and functional similarities were the most important correlates of exotic fish establishment. While phylogenetic similarity between exotic and resident fish species promoted successful establishment, functional similarity led to failure of exotics to become established. Those exotic species phylogenetically close to, but functionally distant from, native fishes were most likely to establish successfully. Our findings provide a perspective to reconcile Darwin's naturalization conundrum and suggest that, while phylogenetic relatedness allows exotic fish species to pre-adapt better to novel environments, they need to possess distinct functional traits to reduce competition with resident native fish species.


Assuntos
Peixes , Espécies Introduzidas , Adaptação Fisiológica , Animais , Ecossistema , Água Doce , Filogenia
13.
Mitochondrial DNA B Resour ; 6(1): 93-94, 2021 Jan 13.
Artigo em Inglês | MEDLINE | ID: mdl-33537414

RESUMO

We determined the complete mitochondrial genome of Moolgarda perusii, which is 16,781 bp in length, and contains 13 protein-coding genes (PCGs), two rRNAs, 22 tRNAs, and a complete control region. The total base composition of the mitogenome is 28.7% T, 27.0% C, 28.5% A, and 15.9% G. Of the 13 PCGs, 11 PCGs start with an ATG codon. Eight PCGs use TAA/TAG/AGA as the termination codon, whereas five PCGs have incomplete stop codon TA/T. This study would be useful for further studying population genetics and understanding the phylogenetic relationship of the family Mugilidae.

14.
Mitochondrial DNA B Resour ; 5(1): 970-971, 2020 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-33366831

RESUMO

Acanthurus achilles is one of most important genera of Acanthuridae. However, the systemically classification and taxonomic studies have so far been limited. In this study, we report the complete mitochondrial genome sequence of A. achilles. The mitogenome has 16,537 base pairs (55.7% A + T content) and made up of total of 37 genes (13 protein-coding, 22 transfer RNAs and 2 ribosomal RNAs), and a putative control region. This study will provide useful genetic information for future phylogenetic and taxonomic classification of Acanthuridae.

15.
Mitochondrial DNA B Resour ; 5(3): 3767-3768, 2020 Nov 13.
Artigo em Inglês | MEDLINE | ID: mdl-33367093

RESUMO

We determined the complete mitochondrial genome of Lactoria cornuta, which is 16,495 bp in length with an A + T content of 57.37%, and contains 13 protein-coding genes, 2 rRNAs, 22 tRNAs and a complete control region. The total base composition of the mitogenome is 28.2% T, 26.7% C, 29.2% A and 15.9% G. Of the 13 protein-coding genes, 12 genes start with an ATG codon, except for COX1 with GTG. Ten genes use TAA or AGA as the termination codon, whereas three (COX2, ND4, and Cyt b) have incomplete stop codon T. This study would provide useful genetic information for phylogenetic and species idenfication of the family Ostraciidae.

16.
Ecol Evol ; 9(4): 2231-2241, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30847107

RESUMO

Evolutionary experience and the phylogenetic relationships of plants have both been proposed to influence herbivore-plant interactions and plant invasion success. However, the direction and magnitude of these effects, and how such patterns are altered with increasing temperature, are rarely studied. Through laboratory functional response experiments, we tested whether the per capita feeding efficiency of an invasive generalist herbivore, the golden apple snail, Pomacea canaliculata, is dependent on the biogeographic origin and phylogenetic relatedness of host plants, and how increasing temperature alters these dependencies. The feeding efficiency of the herbivore was highest on plant species with which it had no shared evolutionary history, that is, novel plants. Further, among evolutionarily familiar plants, snail feeding efficiency was higher on those species more closely related to the novel plants. However, these biogeographic dependencies became less pronounced with increasing temperature, whereas the phylogenetic dependence was unaffected. Collectively, our findings indicate that the susceptibility of plants to this invasive herbivore is mediated by both biogeographic origin and phylogenetic relatedness. We hypothesize that warming erodes the influence of evolutionary exposure, thereby altering herbivore-plant interactions and perhaps the invasion success of plants.

17.
Mar Genomics ; 46: 1-7, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-30852186

RESUMO

Albinism is a genetically inherited condition that is caused by a series of genetic abnormalities leading to a reduction in melanin production. Russian sturgeon is one of the most valuable freshwater fish species worldwide, and albino individuals have been found in fish farms. Due to its complicated genome and scarce genome-wide genetic resources, the underlying molecular basis of albinism in Russian sturgeon is unknown. In the present study, we first generated transcriptome profile of Acipenser gueldenstaedtii using pooled tissues, which provided reliable reference sequences for future molecular genetic studies. A total of 369,441 contigs were assembled, corresponding to 32,965 unique genes. A comparative analysis of the transcripts from the skin of albino and wildtype individuals was conducted afterwards. A total of 785 unique genes were differentially expressed, including the upregulation of 385 genes and the downregulation of 400 genes in albino individuals. The expression pattern of 16 selected differentially expressed genes was validated using qRT-PCR. Additional annotation, GO enrichment analysis and gene pathway analysis indicated that the melanogenesis pathway may be interrupted in albinism. Eight potential causative genes that were highly likely to be responsible for sturgeon albinism were identified, including Dct, Tyrp1b, Slc45a2, Ctns, Pmela, Pmelb, Cd63, and Bloc1s3, which were found to be significantly down-regulated in albino Russian sturgeon. Moreover, a sliding window analysis of the ratio of nonsynonymous to synonymous nucleotide substitution rates (Ka/Ks) ratios indicated that seven out of the eight genes underwent positive selection during evolution. Our results provide a valuable basis for understanding the molecular mechanism of albinism in fish species and will facilitate future genetic selection and breeding of sturgeon with market-favored traits in aquaculture.


Assuntos
Albinismo/veterinária , Peixes/genética , Transcriptoma , Albinismo/genética , Animais , Cruzamento , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Genômica
18.
Mitochondrial DNA B Resour ; 4(2): 4223-4224, 2019 Nov 22.
Artigo em Inglês | MEDLINE | ID: mdl-33366392

RESUMO

The aim of this study was to determine the complete mitochondrial genome (mitogenome) and the phylogenetic location of the Palaemonetes sinensis. The mitogenome was 15,736 bp in length, containing 22 transfer RNA genes (tRNAs), 13 protein-coding genes (PCGs), 2 ribosome RNA genes (rRNAs), and a control region (CR). The overall nucleotide composition is as follows: A, 35.69%; C, 21.66%; G, 12.39%; T, 30.26%. Nine and four PCGs were encoded on the heavy and light strands, respectively. Phylogenetic analysis suggested that P. sinensis shares a close relationship with Palaemon serenus and Palaemon capensis. These findings are helpful for better understanding the phylogenetic relationship among Caridea, as well as investigating the population genetics of P. sinensis in the future.

19.
Toxins (Basel) ; 10(12)2018 12 18.
Artigo em Inglês | MEDLINE | ID: mdl-30567320

RESUMO

Venomous animals are found through a wide taxonomic range including cartilaginous fish such as the freshwater stingray Potamotrygon motoro occurring in South America, which can injure people and cause venom-related symptoms. Ensuring the efficacy of drug development to treat stingray injuries can be assisted by the knowledge of the venom composition. Here we performed a detailed transcriptomic characterization of the venom gland of the South American freshwater stingray Potamotrygon motoro. The transcripts retrieved showed 418 hits to venom components (comparably to 426 and 396 hits in other two Potamotrygon species), with high expression levels of hyaluronidase, cystatin and calglandulin along with hits uniquely found in P. motoro such as DELTA-alicitoxin-Pse1b, Augerpeptide hhe53 and PI-actitoxin-Aeq3a. We also identified undescribed molecules with extremely high expression values with sequence similarity to the SE-cephalotoxin and Rapunzel genes. Comparative analyses showed that despite being closely related, there may be significant variation among the venoms of freshwater stingrays, highlighting the importance of considering elicit care in handling different envenomation cases. Since hyaluronidase represents a major component of fish venom, we have performed phylogenetic and selective pressure analyses of this gene/protein across all fish with the available information. Results indicated an independent recruitment of the hyaluronidase into the stingray venom relative to that of venomous bony fish. The hyaluronidase residues were found to be mostly under negative selection, but 18 sites showed evidence of diversifying positive selection (P < 0.05). Our data provides new insight into stingray venom variation, composition, and selective pressure in hyaluronidase.


Assuntos
Proteínas de Peixes/genética , Venenos de Peixe/química , Hialuronoglucosaminidase/genética , Rajidae/genética , Animais , Proteínas de Peixes/química , Transcriptoma
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