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EXAMPLES:
gene
XLOC_000007
f7
RNA
TCONS_00000019
bioproject
PRJEB12982
bowfin
(
Amia calva
)
eurasian perch
(
Perca fluviatilis
)
grass carp
(
Ctenopharyngodon idella
)
mexican tetra
(
Astyanax mexicanus
)
rainbow trout
(
Oncorhynchus mykiss
)
striped catfish
(
Pangasianodon hypophthalmus
)
tiger barb
(
Puntius tetrazona
)
zebrafish
(
Danio rerio
)
simplified version
bowfin
(
Amia calva
)
eurasian perch
(
Perca fluviatilis
)
grass carp
(
Ctenopharyngodon idella
)
mexican tetra
(
Astyanax mexicanus
)
rainbow trout
(
Oncorhynchus mykiss
)
striped catfish
(
Pangasianodon hypophthalmus
)
tiger barb
(
Puntius tetrazona
)
zebrafish
(
Danio rerio
)
simplified version
Bioproject
Please select the
sample of bioproject
for visualization of expression.
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node of the fold tree
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for sample selection.
baseline
PRJNA450919
:
The Eurasian perch (Perca fluviatitis) is the most common fish of the Percidae family widely distributed across Eurasia. Perch is a popular target for professional and recreational fisheries and promising freshwater aquaculture species in Europe. However, despite of its high ecological, economical and societal importance, the available genomic resources for P. fluviatilis are lagging behind. Here, we report de novo assembly and annotation of the whole genome sequence of perch which is expected to facilitate exploitation of genomic information for ecological and evolutionary research, selective breeding programs, sustainable fisheries management and conservation.
key word
baseline;Perca fluviatilis;whole genome sequencing;de novo assembly;10X Genomics Chromium linked-read;fish;CD-HIT;EFFICIENT;GENERATION;POPULATIONS;DIVERGENCE;PROTEIN;SIZE
publication
Ozerov, M. Y. , et al. "Highly Continuous Genome Assembly of Eurasian Perch (Perca fluviatilis) Using Linked-Read Sequencing." G3-Genes Genomes Genetics (2018).
abstract
The Eurasian perch (Perca fluviatilis) is the most common fish of the Percidae family and is widely distributed across Eurasia. Perch is a popular target for professional and recreational fisheries, and a promising freshwater aquaculture species in Europe. However, despite its high ecological, economical and societal importance, the available genomic resources for P. fluviatilis are rather limited. In this work, we report de novo assembly and annotation of the whole genome sequence of perch. The linked-read based technology with 10X Genomics Chromium chemistry and Supernova assembler produced a draft perch genome approximate to 1.0 Gbp assembly (scaffold N-50 = 6.3 Mb; the longest individual scaffold of 29.3 Mb; BUSCO completeness of 88.0%), which included 281.6 Mb of putative repeated sequences. The perch genome assembly presented here, generated from small amount of starting material (0.75 ng) and a single linked-read library, is highly continuous and considerably more complete than the currently available draft of P. fluviatilisgenome. A total of 23,397 protein-coding genes were predicted, 23,171 (99%) of which were annotated functionally from either sequence homology or protein signature searches. Linked-read technology enables fast, accurate and cost-effective de novo assembly of large non-model eukaryote genomes. The highly continuous assembly of the Eurasian perch genome presented in this study will be an invaluable resource for a range of genetic, ecological, physiological, ecotoxicological, functional and comparative genomic studies in perch and other fish species of the Percidae family.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR7091762
Loosalu_174
eye
nan
untreatment
RNA-Seq of Perca fluviatilis: adult female eyeball
PRJNA256973
:
Transcriptome analysis of 11 perch tissues
key word
baseline;Gene duplication;Teleosts;Holostean;Gene expression;Gar;Salmonids;Assembly;Stra8;Mcam;SPOTTED GAR;DIVERSIFICATION;RESOLUTION;PHYLOGENY;STRA8;CD146;TIME
publication
Pasquier, J. , et al. "Gene evolution and gene expression after whole genome duplication in fish: the PhyloFish database. " Bmc Genomics 17.1(2016):368.
abstract
With more than 30,000 species, ray-finned fish represent approximately half of vertebrates. The evolution of ray-finned fish was impacted by several whole genome duplication (WGD) events including a teleost-specific WGD event (TGD) that occurred at the root of the teleost lineage about 350 million years ago (Mya) and more recent WGD events in salmonids, carps, suckers and others. In plants and animals, WGD events are associated with adaptive radiations and evolutionary innovations. WGD-spurred innovation may be especially relevant in the case of teleost fish, which colonized a wide diversity of habitats on earth, including many extreme environments. Fish biodiversity, the use of fish models for human medicine and ecological studies, and theimportance of fish in human nutrition, fuel an important need for the characterization of gene expression repertoires and corresponding evolutionary histories of ray-finned fish genes. To this aim, we performed transcriptome analyses and developed the PhyloFish database to provide (i) de novo assembled gene repertoires in 23 different ray-finned fish species including two holosteans (i.e. a group that diverged from teleosts before TGD) and 21 teleosts (including six salmonids), and (ii) gene expression levels in ten different tissues and organs (and embryos for many) in the same species. This resource was generated using a common deep RNA sequencing protocol to obtain the most exhaustive gene repertoire possible in each species that allows between-species comparisons to study the evolution of gene expression in different lineages. The PhyloFish database described here can be accessed and searched using RNAbrowse, a simple and efficient solution to give access to RNA-seq de novo assembled transcripts.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR1533685
M_Pf_1
ovary
nan
untreatment
Perch ovary
SRR1533686
M_Pf_2
brain
nan
untreatment
Perch brain
SRR1533687
M_Pf_3
gills
nan
untreatment
Perch gills
SRR1533688
M_Pf_4
heart
nan
untreatment
Perch heart
SRR1533689
M_Pf_5
muscle
nan
untreatment
Perch muscle
SRR1533690
M_Pf_6
liver
nan
untreatment
Perch liver
SRR1533691
M_Pf_7
head kidney
nan
untreatment
Perch kidney
SRR1533692
M_Pf_8
bones
nan
untreatment
Perch bones
SRR1533693
M_Pf_9
intestine
nan
untreatment
Perch intestine
SRR1533694
M_Pf_10
testis
nan
untreatment
Perch testis
SRR1533695
M_Pf_11
embryos
nan
untreatment
Perch embryo
biomarker
PRJNA529638
:
Perch (Perca fluviatilis) has been used in biological effect monitoring in a programme for integrated coastal fish monitoring at the reference site Kvädöfjärden along the Swedish east coast, which is a site characterized by no or minor local anthropogenic influences. Using a set of physiological and biochemical endpoints (i.e., biomarkers), clear time trends for “early warning” signs of impaired health are noted in the perch from this site, possibly as a result of increased baseline pollution.
key word
biomarker;transcriptomics;biomonitoring;ecotoxicology;biomarkers;perch;brominated chemicals
publication
Frlin, Lars , et al. "mRNA Expression and Biomarker Responses in Perch at a Biomonitoring Site in the Baltic Sea – Possible Influence of Natural Brominated ChemicalsTable_1.DOCXTable_2.docxTable_3.docx." Frontiers in Marine Science 6(2019).
abstract
Perch (Perca fluviatilis) has been used in biological effect monitoring in a program for integrated coastal fish monitoring at the reference site Kvadofjarden along the Swedish east coast, which is a site characterized by no or minor local anthropogenic influences. Using a set of physiological and biochemical endpoints (i.e., biomarkers), clear time trends for "early warning" signs of impaired health were noted in the perch from this site, possibly as a result of increased baseline pollution. The data sets also showed relatively large variations among years. To identify additional temporal variation in biological parameters, global mRNA expression studies using RNA sequencing was performed. Perch collected in 2010 and 2014 were selected, as they showed variations in several biomarkers, such as the activity of the detoxification enzyme CYP1A (EROD), the plasma levels of vitellogenin, markers for oxidative stress, white blood cells count and gonad sizes. The RNA sequencing study identified approximately 4800 genes with a significantly difference in mRNA expression levels. A gene ontology enrichment analysis showed that these differentially expressed genes were involved in biological processes such as complement activation, iron ion homeostasis and cholesterol biosynthetic process. In addition, differences in immune system parameters and responses to the exposure of toxic substances have now been verified in two different biological levels (mRNA and protein) in perch collected in 2010 and 2014. Markedly higher mRNA expression of the membrane transporter (MATE) and the detoxification enzyme COMT, together with higher concentrations of bioactive naturally produced brominated compounds, such as brominated indoles and carbazoles, seem to indicate that the perch collected in 2014 had been exposed to macro- and microalga blooming to a higher degree than did perch from 2010. These results and the differential mRNA expression between the 2 years in genes related to immune and oxidative stress parameters suggest that attention must be given to algae blooming when elucidating the well-being of the perch at Kvadofjarden and other Baltic coastal sites.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR8798617
Kv2014_P426
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2014
SRR8798618
Kv2014_P422
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2014
SRR8798619
Kv2010_904
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2010
SRR8798620
Kv2010_901
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2010
SRR8798621
Kv2010_913
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2010
SRR8798622
Kv2010_910
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2010
SRR8798623
Kv2014_P408
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2014
SRR8798624
Kv2010_918
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2010
SRR8798625
Kv2014_P414
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2014
SRR8798626
Kv2014_P411
liver
nan
untreatment
RNA-seq for perch (Perca fluviatilis) 2014
domestication
PRJNA351886
:
Comparative transcriptome between wild and domesticated Eurasian perch
key word
baseline;RNA-SEQ DATA;WILD;GROWTH;ADAPTATION;ANNOTATION;ALIGNMENT;GENETICS;GENOMICS;ANIMALS;BIOLOGY
publication
Chen, X. , et al. "Domestication drive the changes of immune and digestive system of Eurasian perch (Perca fluviatilis)." PLoS ONE 12.3(2017):e0172903.
abstract
Domestication has altered a variety of traits within the Eurasian perch (Perca fluviatilis), including phenotypic, physiological and behavioral traits of Eurasian perch (Perca fluviatilis). Little is known, however, about the genetic changes between domesticated and wild Eurasian perch. In this study, we assembled a high-quality de novo reference transcriptome and identified differentially expressed genes between wild and domesticated Eurasian perch. A total of 113,709 transcripts were assembled, and 58,380 transcripts were annotated. Transcriptomic comparison revealed 630 differentially expressed genes between domesticated and wild Eurasian perch. Within domesticated Eurasian perch there were 412 genes that were up-regulated including MHCI, MHCII, chia, ighm within immune system development. There were 218 genes including try1, ctrl, ctrb, cela3b, cpa1 and cpb1, which were down-regulated that were associated with digestive processes. Our results indicated domestication drives the changes of immune and digestive system of Eurasian perch. Our study not only provide valuable genetic resources for further studies in Eurasian perch, but also provide novel insights into the genetic basis of physiological changes in Eurasian perch during domestication process.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR4787434
Eurasian perch
fresh brain, heart, gill, liver, muscle, kidney, and pancreas
nan
domesticate
Two groups (wild and domesticated) of fish were collected within the Xin Jiang Province of China. Two biological replicates were collected for wild and domesticated groups. Following anaesthetization (in tricaine methanesulfonate (MS222) at a concentration of 1:18000), each individual was weighed, and then fresh brain, heart, gill, liver, muscle, kidney, and pancreas tissues were quickly collected and immediately stored in liquid nitrogen for RNA isolation. After RNA extraction, RNA from each tissue type were diluted to equal concentrations and then pooled together for each fish individual for RNA-Seq sequencing.
environmental adaptation
PRJNA504352
:
Environmental Adaptation of Temperature and Body Shape
key word
environmental adaptation;HEAT-SHOCK PROTEINS;COLD-SHOCK;ADAPTIVE EVOLUTION;FK506-BINDING PROTEIN;ENVIRONMENTAL-STRESS;ENERGY-METABOLISM;GLYCINE UPTAKE;FISH GROWTH;E3 LIGASE;RNA-SEQ
publication
Xie, P. , et al. "Comparative transcriptome analysis reveals potential evolutionary differences in adaptation of temperature and body shape among four Percidae species." PLoS ONE 14.5(2019):e0215933.
abstract
Considering the divergent temperature habitats and morphological traits of four Percidae species: yellow perch (Perca flavescens), Eurasian perch (Perca fluviatilis), pike perch (Sander lucioperca), and ruffe (Gymnocephalus cernua), we stepped into the transcriptome level to discover genes and mechanisms that drive adaptation to different temperature environments and evolution in body shape. Based on 93,566 to 181,246 annotated unigenes of the four species, we identified 1,117 one-to-one orthologous genes and subsequently constructed the phylogenetic trees that are consistent with previous studies. Together with the tree, the ratios of nonsynonymous to synonymous substitutions presented decreased evolutionary rates from the D. rerio branch to the sub-branch clustered by P. flavescens and P. fluviatilis. The specific 93 fast-evolving genes and 57 positively selected genes in P. flavescens, compared with 22 shared fast-evolving genes among P. fluviatilis, G. cernua, and S. lucioperca, showed an intrinsic foundation that ensure its adaptation to the warmer Great Lakes and farther south, especially in functional terms like "Cul4-RING E3 ubiquitin ligase complex." Meanwhile, the specific 78 fast-evolving genes and 41 positively selected genes in S. lucioperca drew a clear picture of how it evolved to a large and elongated body with camera-type eyes and muscle strength so that it could occupy the highest position in the food web. Overall, our results uncover genetic basis that support evolutionary adaptation of temperature and body shape in four Percid species, and could furthermore assist studies on environmental adaptation in fishes.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR8168424
Pfl
brain,liver,heart,fin,gonad
nan
untreatment
Environmental Adaptation of Temperature and Body Shape
humic
PRJNA589499
:
Next generation sequencing (NGS) technologies are extensively used to dissect molecular mechanisms of host-parasite interactions in human pathogens. In contrast, the power of NGS is yet to be fully realizedin ecology as a rich source for formulating and testing new hypotheses. Here, we studied Eurasian perch (Perca fluviatillis) and its eye parasite (Diplostomidae) communities in fourteen lakes that differed in humic contentto test host-parasite-environment interaction. We hypothesised that high humic content would decrease pH and the abundance of the intermediate hosts (gastropods), potentially changing Diplostomidae community structure and potentially affecting perch host immune response. This hypothesis was invoked by RNA-seq data and later cross-validated with PCR-based and extensive metabarcoding approaches. The results demonstrate how humic acid-related changes in the extrinsic environment may shape common parasite communities and host immune response. This study also highlights the utility of integrating RNA-seq and metabarcoding approaches in host-parasite community studies.
key word
Diplostomidae;Host-parasite interaction;Humic substances;Metabarcoding;Perca fluviatilis;RNA-seq;DIPLOSTOMUM DIGENEA DIPLOSTOMIDAE;GENETIC DIVERSITY;LIVER FLUKE;CD-HIT;DNA;FISH;COMMUNITY;TRANSCRIPTOME;BIODIVERSITY;ASSOCIATIONS
publication
Noreikiene, Kristina , et al. "Humic-acid-driven escape from eye parasites revealed by RNA-seq and target-specific metabarcoding." (2020).
abstract
Background: Next generation sequencing (NGS) technologies are extensively used to dissect the molecular mechanisms of host-parasite interactions in human pathogens. However, ecological studies have yet to fully exploit the power of NGS as a rich source for formulating and testing new hypotheses.Methods: We studied Eurasian perch (Perca fluviatilis) and its eye parasite (Trematoda, Diplostomidae) communities in 14 lakes that differed in humic content in order to explore host-parasite-environment interactions. We hypothesised that high humic content along with low pH would decrease the abundance of the intermediate hosts (gastropods), thus limiting the occurrence of diplostomid parasites in humic lakes. This hypothesis was initially invoked by whole eye RNA-seq data analysis and subsequently tested using PCR-based detection and a novel targeted metabarcoding approach.Results: Whole eye transcriptome results revealed overexpression of immune-related genes and the presence of eye parasite sequences in RNA-seq data obtained from perch living in clear-water lakes. Both PCR-based and targeted-metabarcoding approach showed that perch from humic lakes were completely free from diplostomid parasites, while the prevalence of eye flukes in clear-water lakes that contain low amounts of humic substances was close to 100%, with the majority of NGS reads assigned toTylodelphys clavata.Conclusions: High intraspecific diversity ofT. clavataindicates that massively parallel sequencing of naturally pooled samples represents an efficient and powerful strategy for shedding light on cryptic diversity of eye parasites. Our results demonstrate that perch populations in clear-water lakes experience contrasting eye parasite pressure compared to those from humic lakes, which is reflected by prevalent differences in the expression of immune-related genes in the eye. This study highlights the utility of NGS to discover novel host-parasite-environment interactions and provide unprecedented power to characterize the molecular diversity of cryptic parasites.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR10441590
Saadjarv_813
eye
nan
clear-water
Humic-acid-driven escape from eye parasites
SRR10441591
Hino_529
eye
nan
clear-water
Humic-acid-driven escape from eye parasites
SRR10441592
Verijarv_498
eye
nan
clear-water
Humic-acid-driven escape from eye parasites
SRR10441593
Paidra_465
eye
nan
clear-water
Humic-acid-driven escape from eye parasites
SRR10441594
Virosi_455
eye
nan
humic-water
Humic-acid-driven escape from eye parasites
SRR10441595
Meelva_383
eye
nan
humic-water
Humic-acid-driven escape from eye parasites
SRR10441596
Heisri_Mustjarv_297
eye
nan
humic-water
Humic-acid-driven escape from eye parasites
SRR10441597
Piigandi_290
eye
nan
clear-water
Humic-acid-driven escape from eye parasites
SRR10441598
Matsimae_Puhajarv_147
eye
nan
humic-water
Humic-acid-driven escape from eye parasites
SRR10441599
Kuulma_593
eye
nan
humic-water
Humic-acid-driven escape from eye parasites
SRR10441600
Holvandi_Kivijarv_432
eye
nan
humic-water
Humic-acid-driven escape from eye parasites
SRR10441601
Uiakatsi_283
eye
nan
clear-water
Humic-acid-driven escape from eye parasites
SRR10441602
Partsi_Saarjarv_264
eye
nan
humic-water
Humic-acid-driven escape from eye parasites
nuclear pollution
PRJNA556365
:
Fish have been highly exposed to radiation in freshwater systems after the Chernobyl Nuclear Power Plant (NPP) accident in 1986, and in freshwater and marine systems after the more recent Fukushima NPP accident in 2011. In the years after the accident the radioactivity levels rapidly declined due to the short half-life of some radionuclides and the decay of long-lived radionuclides. A recent study showed that, after several generations of exposure to environmental radiation at Chernobyl, perch displayed a delay in the maturation of gonads in the most contaminated lakes. Some undeveloped phenotypes were also observed in two of the three contaminated lakes. In order to gain insights into the long term effect of environmental low dose radiation on gonad development, a high throughput transcriptomic approach, including a de novo assembly, was applied to different gonad phenotypes of perch: normal from reference lake, apparently normal from low contaminated lake and apparently normal and undeveloped from more highly contaminated lakes.
key word
nuclear pollution;DNA METHYLATION;CHRONIC RADIATION;TUMOR-SUPPRESSOR;PROTEIN FAMILIES;ABUNDANCE;MATURATION;REPRODUCTION;POPULATIONS;RESPONSES;DAMAGE
publication
Lerebours, A. , et al. "Transcriptional changes in the ovaries of perch from Chernobyl." Environmental Science and Technology XXXX.XXX(2020).
abstract
Fish have been highly exposed to radiation in freshwater systems after the Chernobyl Nuclear Power Plant (NPP) accident in 1986 and in freshwater and marine systems after the more recent Fukushima NPP accident in 2011. In the years after the accident, the radioactivity levels rapidly declined due to radioactive decay and environmental processes, but chronic lower dose exposures persisted. To gain insights into the long-term effects of environmental low dose radiation on fish ovaries development, a high-throughput transcriptomic approach including a de novo assembly was applied to different gonad phenotypes of female perch: developed gonads from reference lakes, developed/irradiated from medium contaminated lake, and both developed/irradiated and undeveloped from more highly contaminated lakes. This is the most comprehensive analysis to date of the gene responses in wildlife reproductive system to radiation. Some gene responses that were modulated in irradiated gonads were found to be involved in biological processes including cell differentiation and proliferation (ggnb2, mod5, rergl), cytoskeleton organization (k1C18, mtpn), gonad development (nell2, tcp4), lipid metabolism (ldah, at11b, nltp), reproduction (cyb5, cyp17A, ovos), DNA damage repair (wdhd1, rad51, hus1), and epigenetic mechanisms (dmap1). Identification of these genes provides a better understanding of the underlying molecular mechanisms underpinning the development of the gonad phenotypes of wild perch and how fish may respond to chronic exposure to radiation in their natural environment, though causal attribution of gene responses remains unclear in the undeveloped gonads.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR9831229
Perca_fluviatilis_Chernobyl_Lakes_Low_level_Normal_GorovaDvoricheStoyacheye
Gonads
nan
untreatment
RNA seq of pooled normal Perch (Perca fluviatilis) gonads from lakes Gorova, Dvoriche and Stoyacheye with low levels of exposure near to Chernobyl nuclear power plant
SRR9831230
Perca_fluviatilis_Chernobyl_Lakes_Medium_Level_Apparently_Normal_Svyatoye
Gonads
nan
untreatment
RNA seq of pooled apparently normal Perch (Perca fluviatilis) gonads from Svyatoye Lake with medium levels of exposure near to Chernobyl nuclear power plant
SRR9831231
Perca_fluviatilis_Chernobyl_Lakes_High_Level_Apparently_Normal_Yanovsky
Gonads
nan
untreatment
RNA seq of pooled apparently normal Perch (Perca fluviatilis) gonads from Yanovsky Lake with high levels of exposure near to Chernobyl nuclear power plant
SRR9831233
Perca_fluviatilis_Chernobyl_Lakes_High_Level_Underdeveloped_Yanovsky
Gonads
nan
untreatment
RNA seq of pooled underdeveloped Perch (Perca fluviatilis) gonads from Yanovsky Lake with high levels of exposure near to Chernobyl nuclear power plant
SRR9831232
Perca_fluviatilis_Chernobyl_Lakes_High_Level_Apparently_Normal_Cooling pond
Gonads
nan
untreatment
RNA seq of pooled apparently normal Perch (Perca fluviatilis) gonads from the cooling pond with high levels of exposure near to Chernobyl nuclear power plant
SRR9831234
Perca_fluviatilis_Chernobyl_Lakes_High_Level_Underdeveloped_Cooling pond
Gonads
nan
untreatment
RNA seq of pooled underdeveloped Perch (Perca fluviatilis) gonads from the cooling pond with high levels of exposure near to Chernobyl nuclear power plant
vision
PRJNA421052
:
The goal of this study was to investigate the visual system evolution of teleost fishes with a special focus on deep-sea species.
key word
vision;SCHIFF-BASE COUNTERION;CONE VISUAL PIGMENTS;COLOR-VISION;AMINO-ACIDS;PHYLOGENETIC-RELATIONSHIPS;WAVELENGTH DISCRIMINATION;PERCIFORMES CICHLIDAE;SPECTRAL SENSITIVITY;ABSORPTION MAXIMUM;RHODOPSIN GENE
publication
Musilova, Z. , et al. "Vision using multiple distinct rod opsins in deep-sea fishes." Science 364.
abstract
Vertebrate vision is accomplished through light-sensitive photopigments consisting of an opsin protein bound to a chromophore. In dim light, vertebrates generally rely on a single rod opsin [rhodopsin 1 (RH1)] for obtaining visual information. By inspecting 101 fish genomes, we found that three deep-sea teleost lineages have independently expanded their RH1 gene repertoires. Among these, the silver spinyfin (Diretmus argenteus) stands out as having the highest number of visual opsins in vertebrates (two cone opsins and 38 rod opsins). Spinyfins express up to 14 RH1s (including the most blueshifted rod photopigments known), which cover the range of the residual daylight as well as the bioluminescence spectrum present in the deep sea. Our findings present molecular and functional evidence for the recurrent evolution of multiple rod opsin-based vision in vertebrates.
sample list
sample id
sample name
tissue
strain
treatment
description
SRR8242429
Pfluviatilis_11
retina
nan
untreatment
Retinal transcriptome of Perca fluviatilis: adult indv 1
SRR8242431
Pfluviatilis_13
retina
nan
untreatment
Retinal transcriptome of Perca fluviatilis: adult indv 3
SRR8242432
Pfluviatilis_12
retina
nan
untreatment
Retinal transcriptome of Perca fluviatilis: adult indv 2
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