Genomic and genetic insights into speciation and pigment pattern diversification in Danio fishes
Open accessAbstract
The Danioninae subfamily of teleost fishes boasts up to four hundred distinct species that have evolved to display a stunning diversity of morphological forms. Here we use newly assembled genome sequences of four laboratory and wild zebrafish strains as well as eleven species of the Danio and Danionella genera to explore their phylogenetic history and the genetic basis of pigment pattern diversification. Phylogenomic analyses uncover extensive introgression and incomplete lineage sorting that have obscured phylogenetic relationships within Danio and corroborate an ancient hybrid origin of zebrafish. Whereas D. rerio inherited ancestral horizontal stripes, relatives repeatedly evolved spots and vertical bars. Interspecific complementation tests reveal functional divergence of the adhesion molecule gene igsf11 and the gap junction gene gja5b between the striped zebrafish and Danio species with divergent patterns. Comparative genomic and transcriptomic analyses suggest that protein and regulatory evolution have accompanied pigment pattern diversification. Our analyses elucidate complex genetic changes underlying the phylogenetic history and morphological diversification in the Danio genus. Resolved phylogenetic relationships, available genome assemblies, transcriptomes, and genetic tractability establish Danio fish species as excellent models for biomedical research in vertebrates.
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Written from the paper’s full text.
TL;DR
Newly assembled genomes for 14 *Danio* and *Danionella* samples reveal extensive introgression and incomplete lineage sorting that obscure phylogenetic relationships within *Danio* and corroborate an ancient hybrid origin of zebrafish. Interspecific complementation tests and comparative genomic/transcriptomic analyses implicate functional divergence in *igsf11* and *gja5b* in pigment pattern diversification.
Key findings
- The study produced de novo genome assemblies for three *D. rerio* strains and eleven *Danio*/*Danionella* species, with assembled genome lengths of 1.4–1.7 Gbp for Rerio clade species, 1.0–1.1 Gbp for Choprae clade species, and around 0.7 Gbp for *Danionella*; annotated gene numbers ranged from 19,858 to 27,577.
- Phylogenomic analyses supported two major clades but recovered conflicting topologies within the Rerio clade; quartet probabilities for *D. rerio*, *D. aesculapii*, and *D. kyathit* were close to one third, with less than 5% difference in relative frequency, and regional trees showed 37.1% support for *D. kyathit* as sister to *D. rerio* versus 18.6% for *D. aesculapii* as sister to *D. rerio*. D-statistics and DFOIL indicated extensive gene flow among Rerio clade species.
- Among 253 pigment-related single-copy orthologues, 174 underwent positive selection at 345 nodes/leaves, with the proportion of pigment-related genes showing positive selection ranging from 2.3% to 6.0% depending on taxon; *D. margaritatus* had the highest average dN/dS for pigment-related PSGs, including *edar* (dN/dS = 19.9) and *en1b* (dN/dS = 4.0).
- In 36 hemizygous interspecific hybrids, 25 (69.4%) showed no differences from wild-type, 6 (16.7%) showed variant stripe patterns, and 5 (13.9%) developed meandering patterns and broken stripes; notable non-complementation involved *gja5b* and *igsf11* with the spotted species *D. margaritatus*. Hybrid RNA-seq identified 12,107 allele-specific expression instances (3.04% of comparisons) and 778 nuclear genes with *D. rerio*-specific cis-regulatory changes, including higher *aox6* in xanthophores and lower *mdkb* in iridophores.
Methods
- Genome assemblies used combinations of PacBio CLR, 10x Genomics linked reads, Illumina short reads, Bionano optical maps, and Hi-C data, followed by de novo and homology-based gene annotation. Phylogenomic analyses used whole-genome alignments, first and first+second codon positions, SNPs, and four-fold degenerate sites with maximum likelihood, Bayesian, and multispecies coalescent methods; 10-kb window-based gene trees, ASTRAL, DensiTree, Dsuite D-statistics, DFOIL, PSMC, and PAML dN/dS analyses were also applied.
- Genus-wide one-way complementation tests crossed *D. rerio* heterozygous for CRISPR/Cas9 loss-of-function alleles in *kcnj13*, *gja4*, *gja5b*, or *igsf11* with nine other *Danio* species, comparing wild-type and hemizygous hybrid pigment patterns.
- Hybrid RNA-sequencing used *D. rerio* females carrying fluorescent reporters for melanophores, xanthophores, or iridophores crossed to four other species; adult hybrid skin was FACS-sorted into 36 cell-enriched samples and 12 whole-skin controls, with allele-specific expression analyzed by DESeq2 and in situ hybridization performed for 34 genes.
Limitations
- The paper states that assemblies relying on short reads or linked reads had lower contiguity, that *D. rerio* strain assemblies had intermediate BUSCO completeness scores (72.9–79.4%), and that PAV detection sensitivity and specificity can be influenced by assembly quality and continuity. It also notes that the right arm of *D. rerio* chromosome 4 is difficult to assemble and that its inferred rearrangement must be considered in light of possible assembly artifacts.
- The paper states that phenotypic variability in hybrids could be caused by novel genetic backgrounds or modifier loci rather than functional divergence of tested genes, and that some *Danio* species did not mate in individual pairs, requiring group tanks for egg collection. The SNAPP analysis was also terminated early due to time limitations.
- Evident from the text: many proposed roles for candidate genes remain hypotheses requiring additional mutants and functional analyses, and the transcriptomic screen covered only four non-*D. rerio* species, so broader species and trait coverage is limited.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
36 of 43 cited sources checked · 13 supported · 1 flagged · accuracy not yet measured
- Premisecitation
Analysis of hybrids between Danio species suggests a repeated and independent evolution of vertical bars.
“Analysis of hybrids between Danio species further suggests a repeated and independent evolution of vertical bars9.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [9] source
- Premisecitation
kcnj13 has functionally diverged so as to promote the formation of stripes in zebrafish but bars in D. aesculapii.
“This gene has functionally diverged so as to promote the formation of stripes in zebrafish but bars in D. aesculapii9.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [9] source
- Premisecitation
An ancestral state reconstruction suggests that the most plausible scenario for pattern diversification in Danio is repeated evolution from an inferred ancestral pattern of horizontal stripes reminiscent of zebrafish towards the various alternative pattern states now evident.
“An ancestral state reconstruction suggests that the most plausible scenario for pattern diversification in Danio is repeated evolution from an inferred ancestral pattern of horizontal stripes reminiscent of zebrafish towards the various alternative pattern states now evident8.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [8] source
- Interpretationcitation
These results corroborate earlier phylogenomic analyses based on exon sequencing across 10 Danio species, which provided evidence supporting the hybrid origin hypothesis of D. rerio through ancient introgression between D. aesculapii and D. kyathit lineages.
“These results corroborate earlier phylogenomic analyses based on exon sequencing across 10 Danio species, which provided evidence supporting the hybrid origin hypothesis of D. rerio through ancient introgression between D. aesculapii and D. kyathit lineages3.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [3] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Premisecitation
The common ancestor of Danio likely had horizontal stripes dependent on gap junctions between and amongst melanophores and xanthophores involving Gja4 and Gja5b as in D. rerio.
“Given that the common ancestor of Danio likely had horizontal stripes presumably dependent on gap junctions between and amongst melanophores and xanthophores involving Gja4 and Gja5b as in D. rerio15,16”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [15] source
The Introduction describes horizontal stripes in D. rerio, and the Discussion (‘Gap junction communication between chromatophores’; page not provided) links connexins Cx41.8 and Cx39.4 to interactions among melanophores and xanthophores. The paper does not establish that the common ancestor of Danio had horizontal stripes or depended on these gap junctions; that ancestral inference goes beyond its findings. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [16] source
The Discussion (page unavailable) supports a role for Cx41.8 and Cx39.4 in interactions between melanophores and xanthophores that create zebrafish stripes, and says transplantation experiments suggest gap junctions between the two cell types. It does not address whether the common ancestor of Danio had this pattern or establish junctions amongst cells of the same type. The Results (page unavailable) explicitly say GJA4 connexins were not analyzed, so the specific attribution to Gja4 and Gja5b is not established by this paper. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Findingown data
The h3f3a gene family contracted at the ancestor node of Choprae clade, resulting in fewer paralogs.
“We discovered that the h3f3a gene family contracted at the ancestor node of Choprae clade, resulting in fewer paralogs (Fig. 4A, Fig. S18, Table S7)44.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [44] 2021, Epigenetic regulation during melanocyte development and homeostasis, Experimental Dermatology source
Section 2.3 (Histone variants) discusses h3f3a in zebrafish and the number of H3.3 histones in mice. It does not address the Choprae clade, an ancestral gene-family contraction, or fewer paralogs; searches for those terms found no supporting passage in our copy. (LLM, conf=0.75)
Experimental — accuracy not yet measured
- Findingcitation
Six of these 621 orthogroups show evidence of gene family expansion and contraction within Danio as detected by CAFÉ.
“Six of these 621 orthogroups show evidence of gene family expansion and contraction within Danio as detected by CAFÉ43.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [43] source
- Findingown data
DFOIL statistics revealed extensive gene flow among the Rerio clade.
“The DFOIL statistics (Fig. 3D, Table S5, S10) revealed extensive gene flow among the Rerio clade.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [39] source
- Findingown data
The topology of the ASTRAL tree generated with WGTs by coalescent-based phylogenetic method was identical to the 4d-sites tree.
“The topology of the ASTRAL tree32 generated with WGTs by coalescent-based phylogenetic method (Fig. S10) was found to be identical to the 4d-sites tree (Fig. S6).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [32] source
- Findingcitation
The scaffold N50 of Danionella cerebrum was 6.5 Mb, 19-fold larger than a previous draft genome with a similar genome size.
“The scaffold N50 of Danionella cerebrum was 6.5 Mb, 19-fold larger than a previous draft genome25 with a similar genome size (Table 1).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [25] source
The Molecular results section identifies an earlier genome sequence labeled D. translucida as belonging to D. cerebrum, supporting the identity of the comparison genome. It does not report a 6.5 Mb scaffold N50, a 19-fold difference, or similar genome sizes. No page number is available in our copy. (LLM, conf=0.78)
Experimental — accuracy not yet measured
- Interpretationown data
These analyses suggest a new set of high priority candidate genes that may have contributed to species-specific pigmentation, or differences in skin or scale development.
“but these analyses suggest a new set of high priority candidate genes that may have contributed to species-specific pigmentation, or differences in skin or scale development50.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [50] source
The Results section on hypodermal cells identifies genes involved in zebrafish pigment development, and the Discussion says the transcriptomic data may aid future cross-species comparisons. The paper does not identify a high-priority set of candidate genes as contributors to species-specific pigmentation or skin and scale differences. The available passages have no page numbers. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingcitation
Among the 7,460 SGs, we identified 253 pigment-related genes.
“Among the 7,460 SGs, we identified 253 pigment-related genes42.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [42] source
- Findingown data
Phylogenomic analyses uncover extensive introgression and incomplete lineage sorting that have obscured phylogenetic relationships within Danio.
“Phylogenomic analyses uncover extensive introgression and incomplete lineage sorting that have obscured phylogenetic relationships within Danio”
Quote in the paperSubstantial claim - Findingcitation
We produced de novo genome assemblies of three D. rerio strains and eleven species within the genus Danio and in the closely related genus of dwarf fishes Danionella.
“We produced de novo genome assemblies of three D. rerio strains and eleven species within the genus Danio and in the closely related genus of dwarf fishes Danionella19.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] source
- Findingown data
Interspecific complementation tests reveal functional divergence of igsf11 and gja5b between striped zebrafish and Danio species with divergent patterns.
“Interspecific complementation tests reveal functional divergence of the adhesion molecule gene igsf11 and the gap junction gene gja5b between the striped zebrafish and Danio species with divergent patterns.”
Quote in the paperSubstantial claim- Rests on an assumption: In zebrafish, interactions between the three major pigment cell types – black melanophores, orange/yellow xanthophores and silvery iridophores – are required for stripe formation.
- Findingown data
The intracellular loop of Gja5b exhibited numerous clustered amino acid variations.
“The intracellular loop of Gja5b exhibited numerous clustered amino acid variations (Fig. 6C).”
Quote in the paperSubstantial claim - Findingown data
The D. rerio mdkb allele was expressed lower relative to all other species in iridophores of hybrids.
“Conversely, the D. rerio mdkb allele was expressed lower relative to all other species in iridophores of hybrids (Fig. 7E)”
Quote in the paperSubstantial claim - Findingown data
We identified 162,500,303 SNPs, 39,523,974 small insertions and deletions (indels) and 531,349 presence or absent variations (PAVs) among the 14 genome assemblies.
“We identified 162,500,303 SNPs, 39,523,974 small insertions and deletions (indels) and 531,349 presence or absent variations (PAVs) among the 14 genome assemblies (Fig. S5).”
Quote in the paperSubstantial claim - Findingown data
The final annotated gene numbers ranged from 19,858 to 27,577 between different species.
“The final annotated gene numbers ranged from 19,858 to 27,577 between different species using a combination of de novo and homology-based gene prediction approaches”
Quote in the paperNot a substantial claim - Findingown data
A major discordance was the relationships among D. rerio, D. aesculapii and D. kyathit.
“A major discordance was the relationships among D. rerio, D. aesculapii and D. kyathit (Fig. 3B).”
Quote in the paperSubstantial claim - Findingown data
Using protein sequences from eight Danio species together with the outgroup Ictalurus punctatus, we clustered a total of 22,444 orthogroups.
“Using protein sequences from eight Danio species together with the outgroup Ictalurus punctatus, we clustered a total of 22,444 orthogroups.”
Quote in the paperSubstantial claim - Findingown data
Genes from the right arm of Dre4 predominantly aligned to unanchored scaffolds from D. aesculapii and D. kyathit genomes.
“Instead, genes from this region of the D. rerio genome predominantly aligned to unanchored scaffolds from those genomes (Fig. S4).”
Quote in the paperSubstantial claim - Findingown data
During the last glacial maximum, only the Ne of D. aesculapii and D. erythromicron decreased sharply, while most Danio species were not strongly affected.
“Even during the last glacial maximum (about 26.5–19 KYA), only the Ne of D. aesculapii and D. erythromicron decreased sharply, while most of the Danio species were not strongly affected.”
Quote in the paperSubstantial claim - Findingown data
The D. rerio allele of aox6 is expressed significantly higher in xanthophores relative to alleles from other species.
“the D. rerio allele of aldehyde oxidase 6 (aox6, a tandem duplicate of aox5, which affects yellow pigmentation), is expressed significantly higher in xanthophores relative to alleles from other species (Fig. 7C and D).”
Quote in the paperSubstantial claim - Findingown data
Pigment-related PSGs in striped species showed higher dN/dS values compared to those in barred or spotted species.
“Additionally, pigment-related PSGs in striped species showed higher dN/dS values compared to those in barred or spotted species”
Quote in the paperNot a substantial claim - Findingown data
From these orthogroups, we identified 7,460 high-confidence single-copy orthologues (SGs).
“From these orthogroups, we identified 7,460 high-confidence single-copy orthologues (SGs)”
Quote in the paperSubstantial claim - Findingown data
Within the Rerio clade, the genome-wide data sets supported three different phylogenetic topologies, differing even in their designation of the sister species of D. rerio.
“Within the Rerio clade, however, the genome-wide data sets supported three different phylogenetic topologies, differing even in their designation of the sister species of D. rerio (Fig. S6).”
Quote in the paperNot a substantial claim - Findingown data
Cross-genus complementation tests in hybrids between D. rerio mutants and nine other Danio species demonstrated a complex genetic basis of pigment pattern diversification.
“Based on our cross-genus complementation tests in hybrids between D. rerio mutants and nine other Danio species, we demonstrated a complex genetic basis of pigment pattern diversification.”
Quote in the paperSubstantial claim - Findingown data
The D. margaritatus-specific Ser390Ala amino acid substitution aligns with the polar residues (Ser375) of the mouse Igsf11 protein.
“The D. margaritatus-specific Ser390Ala amino acid substitution aligns with the polar residues (Ser375) of the mouse Igsf11 protein”
Quote in the paperNot a substantial claim - Findingown data
The PSMC analysis revealed five distinct clades with divergent Ne changes.
“This analysis revealed five distinct clades with divergent Ne changes (Fig. S16).”
Quote in the paperNot a substantial claim - Findingown data
Transcriptome-wide analysis of normalized expression values separated samples according to cell type and species.
“Transcriptome-wide analysis of normalized expression values separated samples according to cell type and species (Fig. 7B).”
Quote in the paperSubstantial claim - Findingown data
778 genes showed allele-specific differential expression in the same direction and cell type across multiple species comparisons.
“the 778 genes that showed allele-specific differential expression in the same direction and cell type across multiple species comparisons”
Quote in the paperSubstantial claim - Findingown data
Positive selection of igsf11 was detected at the ancestor node of the Choprae clade.
“Positive selection of igsf11 was detected at the ancestor node of the Choprae clade as well.”
Quote in the paperNot a substantial claim - Findingown data
Of 34 genes examined by in situ hybridization, 26 had distinct domains of expression.
“Of 34 genes examined, 26 had distinct domains of expression, with most identifying cells in presumptive epidermal or dermal compartments of the skin (Fig. S27A).”
Quote in the paperNot a substantial claim - Findingown data
D. tinwini exhibited non-synonymous changes solely within the intracellular loop and the C-terminus.
“D. tinwini exhibited non-synonymous changes solely within the intracellular loop and the C-terminus.”
Quote in the paperNot a substantial claim - Findingown data
Positive selection of igsf11 was identified at the ancestral node of the Choprae clade.
“We identified positive selection of igsf11 at the ancestral node of the Choprae clade (Table S8)”
Quote in the paperSubstantial claim - Findingown data
D. margaritatus uniquely exhibits four amino acid substitutions and ten consecutive amino acid deletions at the C-terminal region of the Igsf11 protein relative to all other Danio species.
“found that D. margaritatus uniquely exhibits four amino acid substitutions and ten consecutive amino acid deletions at the C-terminal region of the protein relative to all other Danio species (Fig. S25)”
Quote in the paperSubstantial claim - Findingown data
The clade including D. choprae and D. jaintianensis experienced continuous population expansion during the Upper Pleistocene period (126 - 11.7 kya).
“The fifth clade, including (D. choprae, D. jaintianensis), experienced continuous population expansion during the Upper Pleistocene period (126 – 11.7 kya).”
Quote in the paperNot a substantial claim - Findingown data
The dN/dS density distribution curve of the pigment-related PSGs showed a second peak above three for all nodes.
“The dN/dS density distribution curve of the pigment-related PSGs showed a second peak above three for all nodes (Fig. 4B).”
Quote in the paperNot a substantial claim - Findingown data
All five data sets supported a division of Danio species into two different major clades, represented by D. rerio and D. choprae, respectively.
“All five data sets supported a division of Danio species into two different major clades, represented by D. rerio and D. choprae, respectively (Fig. 1).”
Quote in the paperSubstantial claim - Findingown data
Chromosome-level assemblies were achieved for the D. rerio strains (AB, NA, and CB), as well as for D. aesculapii and D. kyathit.
“Chromosome-level assemblies were achieved for the D. rerio strains (AB, NA, and CB), as well as for D. aesculapii and D. kyathit.”
Quote in the paperSubstantial claim - Findingown data
The SNP tree recovered D. kyathit as the sister species to (D. tinwini, D. nigrofasciatus).
“The SNP tree, however, recovered D. kyathit as the sister species to (D. tinwini, D. nigrofasciatus)”
Quote in the paperNot a substantial claim - Findingown data
778 nuclear genes were identified where the D. rerio allele was differentially expressed in the same direction in the same cell type across multiple species comparisons.
“we identified 778 nuclear genes where the D. rerio allele was differentially expressed in the same direction in the same cell type across multiple species comparisons.”
Quote in the paperSubstantial claim - Findingown data
Comparison of mdkb expression between D. rerio and D. albolineatus revealed markedly greater staining in D. albolineatus.
“Indeed, comparison of mdkb expression between D. rerio and D. albolineatus revealed markedly greater staining in the latter species (Fig. S27C and D), consistent with allelic differences by RNA-seq (log2FC = −3.1 to −4.5, Dre < Dal) (Fig. 7E).”
Quote in the paperNot a substantial claim - Findingown data
In some instances, genes were clearly expressed in epidermal cells, dermal scales, or other cell types.
“In some instances, genes were clearly expressed in epidermal cells, dermal scales, or other cell types”
Quote in the paperNot a substantial claim - Findingown data
Most of the 26 genes with distinct expression domains identified cells in presumptive epidermal or dermal compartments of the skin.
“with most identifying cells in presumptive epidermal or dermal compartments of the skin (Fig. S27A)”
Quote in the paperNot a substantial claim - Findingown data
The 4d sites tree recovered D. kyathit as the sister species of D. rerio.
“while the 4d sites tree recovered D. kyathit as the sister species of D. rerio.”
Quote in the paperNot a substantial claim - Findingown data
In five cases (13.9 % of total), hemizygous hybrids developed meandering patterns and broken stripes distinct from control hybrids.
“In five cases (13.9 % of total), hemizygous hybrids developed meandering patterns and broken stripes distinct from control hybrids (circles with solid white outlines in Fig. 5A).”
Quote in the paperSubstantial claim - Findingown data
The Ne of Danio species did not decrease at the beginning of the last glaciation, except for D. rerio.
“the Ne of Danio species did not decrease at the beginning of the last glaciation, except for D. rerio.”
Quote in the paperSubstantial claim - Findingown data
D. jaintianensis appeared as the sister clade to D. choprae in all trees.
“D. jaintianensis appeared as the sister clade to D. choprae in all trees”
Quote in the paperNot a substantial claim - Findingown data
Of these, 174 pigment-related genes underwent positive selection at 345 of the nodes / leaves.
“Of these, 174 pigment-related genes underwent positive selection at 345 of the nodes / leaves.”
Quote in the paperSubstantial claim - Findingown data
Chromosome 4 of D. rerio (Dre4) appears substantially elongated compared to its counterparts in D. aesculapii and D. kyathit.
“Nevertheless, chromosome 4 of D. rerio (Dre4) appears substantially elongated compared to its counterparts in the other two species.”
Quote in the paperSubstantial claim - Findingown data
The list of 778 genes was enriched for gene ontology terms related to chemokine-directed cell migration and potassium ion transport.
“This list was enriched for gene ontology terms related to chemokine-directed cell migration and potassium ion transport; two processes important for proper pigment pattern development (Supplemental Material 2).”
Quote in the paperNot a substantial claim - Findingown data
Topological conflicts among WGTs were widely observed.
“Topological conflicts among WGTs were widely observed as visualized by DensiTree (Fig. 3A).”
Quote in the paperSubstantial claim - Findingown data
The cumulative sizes of PAVs from the Danio rerio (GRCz11) reference were smaller among the three D. rerio strains (approximately 215 - 310 Mb) than the other Danio species.
“Consistent with the phylogenetic relationships, the cumulative sizes of PAVs from the Danio rerio (GRCz11) reference were smaller among the three D. rerio strains (ranging between approximately 215 – 310 Mb) than the other Danio species.”
Quote in the paperNot a substantial claim - Findingnone given
Syntenies were largely conserved between D. rerio, D. aesculapii and D. kyathit.
“Syntenies were largely conserved between D. rerio, D. aesculapii and D. kyathit.”
Quote in the paperNot a substantial claim - Findingown data
Among the 22,444 orthogroups, 621 were identified as pigment-related.
“In addition, among the 22,444 orthogroups, 621 were identified as pigment-related.”
Quote in the paperNot a substantial claim - Findingown data
Interspecific complementation tests suggested a divergence in igsf11 function between D. rerio and D. margaritatus as well as D. erythromicron.
“Because the interspecific complementation tests suggested a divergence in igsf11 function between D. rerio and D. margaritatus as well as D. erythromicron (Fig. 5a)”
Quote in the paperSubstantial claim - Findingown data
Particularly notable were the phenotypes of gja5b and igsf11 mutant D. rerio with the normally spotted species, D. margaritatus.
“Particularly notable were the phenotypes of gja5b and igsf11 mutant D. rerio with the normally spotted species, D. margaritatus (Fig. 5B and C).”
Quote in the paperSubstantial claim - Findingown data
Across all 16 treatments, 12,107 instances of allele-specific expression were identified (adjusted p-value < 0.05), corresponding to 3.04% of comparisons.
“Across all 16 treatments (4 cell type-enrichments and 4 hybrid types) we identified 12,107 instances of allele-specific expression (adjusted p-value < 0.05) corresponding to 3.04 % of comparisons.”
Quote in the paperSubstantial claim - Findingown data
DFOIL statistics provided evidence for gene flow among D. rerio, D. kyathit and D. aesculapii.
“DFOIL statistics (Fig. S12) also provided evidence for gene flow among D. rerio, D. kyathit and D. aesculapii.”
Quote in the paperSubstantial claim - Findingown data
The proportion of pigment-related genes showing positive selection ranged from 2.3 to 6.0 % depending on taxon.
“The proportion of pigment-related genes showing positive selection ranged from 2.3 to 6.0 % depending on taxon.”
Quote in the paperNot a substantial claim - Findingown data
Closely related Danios shared similar Ne trends.
“Closely related Danios shared similar Ne trends”
Quote in the paperNot a substantial claim - Findingown data
The number and distribution of SNPs varied among different Danio species.
“The number and distribution of SNPs varied among different Danio species (Fig. 2).”
Quote in the paperNot a substantial claim - Findingown data
A total of 3,578 orthologues were identified as positively selected genes (PSGs) at 7,403 nodes/leaves.
“A total of 3,578 orthologues were ultimately identified as positively selected genes (PSGs) at 7,403 nodes/leaves (Fig. S23, S24).”
Quote in the paperSubstantial claim - Findingown data
There was no significant correlation between the Ne of Danio species (except D. rerio) and climate change during the glacial period.
“Our results suggested no significant correlation between the Ne of Danio species (except D. rerio) and climate change during the glacial period.”
Quote in the paperSubstantial claim - Interpretationown data
Divergence in igsf11 and gja5b have contributed to pattern diversification between zebrafish and other Danio species with divergent patterns.
“Our findings suggest that divergence in igsf11 and gja5b have contributed to pattern diversification between zebrafish and other Danio species with divergent patterns.”
Quote in the paperSubstantial claim- Rests on an assumption: In zebrafish, interactions between the three major pigment cell types – black melanophores, orange/yellow xanthophores and silvery iridophores – are required for stripe formation.
- Interpretationown data
Phylogenomic analyses corroborate an ancient hybrid origin of zebrafish.
“and corroborate an ancient hybrid origin of zebrafish”
Quote in the paperSubstantial claim - Interpretationown data
Transcriptomic analyses of interspecific hybrids identify genes likely to have undergone cis regulatory changes affecting their levels of expression in pigment cells and skin cells.
“Using transcriptomic analyses of interspecific hybrids, we further identify genes likely to have undergone cis regulatory changes affecting their levels of expression in pigment cells and skin cells.”
Quote in the paperSubstantial claim - Interpretationown data
Comparative genomic and transcriptomic analyses suggest that protein and regulatory evolution have accompanied pigment pattern diversification.
“Comparative genomic and transcriptomic analyses suggest that protein and regulatory evolution have accompanied pigment pattern diversification.”
Quote in the paperSubstantial claim - Study design and conductown data
The genetic background in which the gja5bt21mp allele was generated reduced the observed phenotypic variability in hybrids.
“The genetic background in which this allele was generated reduced the observed phenotypic variability in hybrids.”
Quote in the paperSubstantial claim - Interpretationown data
Phylogenetic relationships inferred by the telomere region of chromosomes were concordant with the present geographical distributions of Danio species.
“Phylogenetic relationships inferred by the telomere region of chromosomes were concordant with the present geographical distributions of Danio species.”
Quote in the paperSubstantial claim - Interpretationreasoning
Divergence of both gja5b and igsf11 led to the formation of small irregular spots in D. margaritatus.
“Finally, divergence of both gja5b and igsf11 led to the formation of small irregular spots in D. margaritatus.”
Quote in the paperSubstantial claim- Rests on an assumption: Pigment pattern formation is a self-organizing process based on interactions between pigment cell types.
- Study design and conductown data
IGV traces showed that distinct alleles with SNPs matching the two parental genomes were assigned to the appropriate species.
“IGV traces showed that distinct alleles with SNPs matching the two parental genomes were assigned to the appropriate species (Fig. S26B).”
Quote in the paperSubstantial claim - Interpretationreasoning
The right arm of Dre4 may have undergone substantial rearrangement and expansion after the divergence of the D. rerio lineage from those of D. aesculapii and D. kyathit.
“These findings suggest that the right arm of Dre4 may have undergone substantial rearrangement and expansion after the divergence of the D. rerio lineage from those of D. aesculapii and D. kyathit.”
Quote in the paperSubstantial claim - Interpretationreasoning
Gene flow between the now geographically separated D. choprae and D. jaintianensis may have occurred before speciation or geographical isolation.
“Gene flow between the now geographically separated species may have occurred before speciation or geographical isolation.”
Quote in the paperSubstantial claim - Interpretationreasoning
The D. margaritatus-specific Ser390Ala substitution may affect protein interaction functions.
“which may affect protein interaction functions.”
Quote in the paperSubstantial claim - Interpretationown data
The greater SNP number in CB compared to AB and NA is consistent with greater degrees of inbreeding in the latter strains.
“consistent with greater degrees of inbreeding in the latter strains”
Quote in the paperNot a substantial claim - Interpretationown data
The high level of phylogenetic incompatibility around the first branch might be caused by a combination of high true incompatibility and gene tree estimation errors.
“The high level of phylogenetic incompatibility around the first branch might be caused by a combination of high true incompatibility and gene tree estimation errors.”
Quote in the paperNot a substantial claim - Interpretationown data
Complementation tests and structural considerations support the possibility that convergent changes in gja5b within D. margaritatus and D. tinwini contributed to their spotted patterns.
“Complementation tests and structural considerations also support the possibility that convergent changes in gja5b within D. margaritatus and D. tinwini contributed to these patterns.”
Quote in the paperSubstantial claim - Interpretationown data
Another recent cis-acting regulatory change in D. rerio is suggested by the lower expression of the D. rerio mdkb allele.
“suggesting another recent cis-acting regulatory change in D. rerio.”
Quote in the paperSubstantial claim - Interpretationreasoning
The common ancestor of the Choprae clade had already evolved vertical bars.
“The common ancestor of the Choprae clade had already evolved vertical bars.”
Quote in the paperSubstantial claim - Interpretationown data
Incomplete lineage sorting caused by rapid speciation may be the cause of extensive phylogenetic incongruence among Danio species.
“In addition, ILS caused by rapid speciation may be the cause of extensive phylogenetic incongruence among Danio species (Fig. S11).”
Quote in the paperNot a substantial claim - Interpretationreasoning
These demographic patterns suggest that major evolutionary signals of the Danio species align with known climatic events.
“These demographic patterns suggest that major evolutionary signals of the Danio species align with known climatic events.”
Quote in the paperSubstantial claim - Study design and conductown data
We frequently observed variable phenotypes unrelated to the genotypes of the resulting hybrids when using the D. rerio strain leot1 carrying a nonsense mutation in gja5b for complementation tests.
“However, we frequently observed variable phenotypes unrelated to the genotypes of the resulting hybrids.”
Quote in the paperSubstantial claim - Interpretationown data
Analyses of selection lend additional support to potential roles for igsf11 in allowing for the evolution of the unique spotted pattern of D. margaritatus.
“Our analyses of selection lend additional support to potential roles for igsf11 in allowing for the evolution of the unique spotted pattern of D. margaritatus.”
Quote in the paperSubstantial claim - Interpretationreasoning
Mutations in kcnj13 and associated signaling interrupted horizontal striping by affecting homotypic and heterotypic interactions, allowing for vertical bars and spots.
“Mutations in kcnj13 and associated signaling interrupted horizontal striping by affecting homotypic (between the same cell type) and heterotypic (between different cell types) interactions, allowing for vertical bars and spots.”
Quote in the paperSubstantial claim- Rests on an assumption: Pigment pattern formation is a self-organizing process based on interactions between pigment cell types.
- Interpretationreasoning
Diminished gap junction communication between pigment cells may have been a pre-requisite for the evolution of vertical bars and spots in the Choprae clade.
“diminished gap junction communication between pigment cells may have been a pre-requisite for the evolution of vertical bars and spots in the Choprae clade.”
Quote in the paperSubstantial claim - Interpretationreasoning
Functional divergence at these sites in D. margaritatus and D. tinwini could impede gap junction formation or gating among melanophores and xanthophores, as compared to the situation in D. rerio.
“Functional divergence at these sites in D. margaritatus and D. tinwini could impede gap junction formation or gating among melanophores and xanthophores, as compared to the situation in D. rerio.”
Quote in the paperSubstantial claim - Interpretationreasoning
It seems likely that both igsf11 and gja5b have been involved in pigment pattern divergence.
“Thus, it seems likely that both igsf11 and gja5b have been involved in pigment pattern divergence”
Quote in the paperSubstantial claim - Interpretationown data
The 778 genes that showed allele-specific differential expression in the same direction and cell type across multiple species comparisons indicate D. rerio-specific cis-regulatory changes.
“indicating D. rerio-specific cis-regulatory changes”
Quote in the paperSubstantial claim - Interpretationown data
Changes in gja5b as well as gja4 may contribute to differences more broadly between the Choprae clade and D. rerio.
“Indeed, changes in gja5b as well as gja4 may contribute to differences more broadly between the Choprae clade and D. rerio, given additional non-complementation phenotypes involving these loci (Fig. 5A) and changes in average dN/dS ratios that suggest dynamic changes in gja4 in the common ancestor of the Choprae clade (Table S8).”
Quote in the paperSubstantial claim - Study design and conductown data
A conserved genome synteny methodology was used to establish a high-confidence orthologous gene set including Ictalurus punctatus, Astyanax mexicanus, Oryzias latipes, Lepisosteus oculatus, and the Danio species.
“We used a conserved genome synteny methodology to establish a high-confidence orthologous gene set that included Ictalurus punctatus, Astyanax mexicanus, Oryzias latipes, Lepisosteus oculatus, and these Danio species.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 21
- May combine two claims. 61
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationRoles for asip2b have been found in cichlid stripe patterning and fin leucophores of Danio rerio.
“Roles for asip2b have been found in cichlid stripe patterning52 as well as fin leucophores of Danio rerio53.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [52] source
Citation 52 attaches to the cichlid stripe-patterning claim, not the separate claim about Danio rerio fin leucophores. The paper identifies agouti-related peptide 2 (agrp2), not asip2b, as the gene controlling cichlid stripes; its main text also distinguishes agrp2 from its paralogs (section S; page not provided). (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured - cites [53] 2025, Agouti and BMP signaling drive a naturally occurring fate conversion of melanophores to leucophores in zebrafish, Proceedings of the National Academy of Sciences source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIgsf11 is an immunoglobulin superfamily adhesion protein required for migration and survival of melanophores.
“Igsf11 is an immunoglobulin superfamily adhesion protein required for migration and survival of melanophores14.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [14] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGja4 and Gja5b are gap junction proteins that are required autonomously by melanophores and xanthophores for homotypic and heterotypic interactions.
“Gja4 and Gja5b are gap junction proteins that are required autonomously by melanophores and xanthophores for homotypic and heterotypic interactions, i.e., interactions between the same or different pigment cell types, respectively15,16.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [15] source
The Results section on Cx41.8 and Cx39.4 reports that leo and luc function is required in xanthophores and melanophores; transplantation experiments specifically support a cell-autonomous requirement in xanthophores. The Discussion supports homotypic melanophore interactions but says melanophore–xanthophore interaction via gap junctions might occur and that direct interaction in vivo is not known. The claim presents that heterotypic interaction as established, and our copy does not identify the connexins by the names Gja4 and Gja5b. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [16] source
The Results (page unavailable) show that Cx41.8 and Cx39.4 are expressed in both melanophores and xanthophores, while the Discussion says they function together in interactions between those cell types. But the Results explicitly say GJA4 connexins were not analyzed, and the paper does not establish an autonomous requirement for either cell type or a role in interactions between pigment cells of the same type. Its ‘homotypic’ experiments concern connexin channels in oocytes, not same-type pigment-cell interactions. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
Premisecitationkcnj13 encodes a potassium channel required in melanophores for interactions with xanthophores and iridophores, regulating the shapes of all three pigment cell types.
“The kcnj13 gene encodes a potassium channel required in melanophores for interactions with xanthophores and iridophores, regulating the shapes of all three pigment cell types10–13.”
Quote in the paperSubstantial claim2 of 4 sources checked- cites [10] source
- cites [11] source
The Results identify Kir7.1 as a potassium channel expressed in melanophores and xanthophores. The Discussion says it is thought to contribute to interactions between those cells, but does not establish that it is required for those interactions. The cited passages do not address interactions with iridophores or regulation of the shapes of all three pigment cell types. Page numbers are unavailable in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [12] source
- cites [13] source
May combine two claims.
PremisecitationThe igsf11, gja4 and gja5b genes are essential for pigment patterning in D. aesculapii as in zebrafish but do not contribute to the patterning differences between these species.
“The igsf11, gja4 and gja5b genes are essential for pigment patterning in D. aesculapii as in zebrafish but do not contribute to the patterning differences between these species9.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [9] source
May combine two claims.
Findingown dataD-statistics suggested possible gene flow between D. rerio and D. aesculapii, D. rerio and D. nigrofasciatus, and also D. kyathit and D. nigrofasciatus.
“D-statistics (four-taxon)38 suggested possible gene flow between D. rerio and D. aesculapii, D. rerio and D. nigrofasciatus, and also D. kyathit and D. nigrofasciatus (Fig. 3D).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [38] source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe intracellular loop domain of Gja5b may regulate channel gating and trafficking, and other interactions.
“the intracellular loop domain of Gja5b may regulate channel gating and trafficking, and other interactions58.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [58] source
The Introduction describes intracellular loops in G-protein-coupled receptors, and the Life Cycle of FSH Receptor section discusses receptor trafficking. Neither passage addresses Gja5b or whether its intracellular loop regulates channel gating, trafficking, or other interactions (searched: Gja5b, connexin, channel gating, trafficking). (LLM, conf=0.76)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationThe ancestral pigmentation pattern of the Danio genus is likely horizontal stripes, while vertical bars and spotted patterns recurrently evolved in different Danio lineages over the course of evolution.
“Our results, together with previous research8, provide evidence that the ancestral pigmentation pattern of the Danio genus is likely horizontal stripes, while vertical bars and spotted patterns recurrently evolved in different Danio lineages over the course of evolution.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [8] source
May combine two claims.
FindingcitationWild-type hybrids between D. rerio and other Danio species generally display a pattern of horizontal stripes, similar to the D. rerio pattern, with stripe aberrations sometimes evident likely depending on genetic backgrounds of different species isolates.
“Wild-type hybrids between D. rerio and other Danio species generally display a pattern of horizontal stripes6,9,46,47, similar to the D. rerio pattern, with stripe aberrations sometimes evident likely depending on !genetic backgrounds of different species isolates, as depicted here for D. tinwini and D. albolineatus hybrids (Fig. 5A).”
Quote in the paperNot a substantial claim3 of 4 sources checked- cites [6] source
- cites [9] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [46] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [47] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Classified as probably not a substantial claim. May combine two claims.
PremisecitationThe C-terminal domain of Gja5b mediates anchoring and localization by stabilizing the gap junction plaque and facilitating interactions with regulatory proteins like ZO-1, and also modulates channel gating.
“The C-terminal domain of Gja5b mediates anchoring and localization by stabilizing the gap junction plaque and facilitating interactions with regulatory proteins like ZO-1, and also modulates channel gating55–57”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [55] source
The Discussion (page unavailable) says the C-terminal domain of Cx43 is thought to regulate gap-junction assembly and gating and to interact with ZO-1; it also describes a proposed role for ZO-1 in recruiting connexons to plaques. The paper concerns Cx43, not Gja5b, and does not establish that Gja5b’s C-terminal domain anchors or stabilizes gap-junction plaques. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [56] source
- cites [57] source
The Abstract and the section comparing Cx40CT and Cx43CT interactions with ZO-1 (page not provided) support a role for the Cx40 C-terminal domain in channel regulation and show that it binds ZO-1. They do not establish that Gja5b’s C-terminal domain anchors or localizes channels by stabilizing plaques; the plaque discussion concerns Cx43 and describes a possible effect on plaque formation and size, not stabilization. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationThe difficulty finding a single, unambiguous phylogeny for this group is consistent with a complex evolutionary history of the Rerio clade involving a hybrid origin of D. rerio, high rates of incomplete lineage sorting, and speciation with gene flow.
“The difficulty finding a single, unambiguous phylogeny for this group is consistent with a complex evolutionary history of the Rerio clade involving a hybrid origin of D. rerio, high rates of incomplete lineage sorting, and speciation with gene flow as suggested previously2,31.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [2] source
The Conclusions and Multilocus Phylogeny sections describe multiple gene-tree topologies and a complex history involving rapid speciation and introgression. The introgression tests report gene flow involving the D. rerio lineage after it diverged from D. aesculapii, but do not establish a hybrid origin for D. rerio. The Multilocus Phylogeny section says it remains unclear how often incomplete lineage sorting explains the differing topologies, so it does not support the claim of high rates. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [31] source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationGap junctions containing Gja5b are critical for stripe patterning in D. rerio, with mutants developing spots similar to the wild-type pattern of D. tinwini.
“Gap junctions containing Gja5b are critical for stripe patterning in D. rerio with mutants developing spots similar to the wild-type pattern of D. tinwini15,16,54.”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [15] source
The Introduction (page unavailable) identifies connexin 41.8/GJA5 as a gap-junction subunit and says leopard mutants in Danio rerio have stripes broken into dark spots. The Abstract (page unavailable) likewise reports spotted patterns from leo mutations. Our copy does not identify the spots as similar to the wild-type pattern of D. tinwini, so that comparison is unsupported. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [16] source
The Results and the ‘Connexins in Zebrafish Skin Patterning’ section report that Cx41.8 mutations change zebrafish stripes into spots, supporting the patterning claim. Our copy does not compare those spots with wild-type D. tinwini or explicitly identify Cx41.8 as Gja5b. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [54] source
The Introduction reports that Cx41.8 is involved in zebrafish stripe formation and that leopard mutants with cx41.8 mutations have spotted skin. The paper calls the connexin Cx41.8 rather than Gja5b, and the passages found do not compare the mutants’ spots with wild-type D. tinwini; that comparison is unsupported by this source. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationRecessive loss-of-function alleles in heterozygous F1 fish (c.16_25delCTGCTGGGGA, p.Lys6ThrfsX2) were selected to establish the homozygous mutant line gja5bt21mp developing the characteristic mutant phenotype similar to gja5bt1.
“Recessive loss-of-function alleles in heterozygous F1 fish (c.16_25delCTGCTGGGGA, p.Lys6ThrfsX2) were selected to establish the homozygous mutant line gja5bt21mp developing the characteristic mutant phenotype similar to gja5bt1 109,110.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [109] source
- cites [110] source
The 'Cx41.8 is the leopard gene' section identifies leo t1 as a recessive null allele, and 'Zebrafish leopard phenotype' reports a spotted pattern in its homozygotes. The paper does not report the specified deletion, the gja5bt21mp line, or a comparison of that line with gja5bt1; it also does not use the gja5bt1 designation. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
FindingcitationOf the remaining combinations, six (16.7 % of total) showed variant stripe pattern, but with enough variability that phenotypes could also overlap with those of control hybrids, suggesting genetic polymorphisms in modifier loci within species.
“Of the remaining combinations, six (16.7 % of total) showed variant stripe pattern (circles with dashed white outlines in Fig. 5A), but with enough variability that phenotypes could also overlap with those of control hybrids, suggesting genetic polymorphisms in modifier loci within species48.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [48] source
Split into 2 atoms — 1 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataThe Danio species can be grouped into two clades: six species belong to the Rerio clade and four belong to the Choprae clade.
“The Danio species can be grouped into two clades: six species belong to the Rerio clade (D. rerio, D. aesculapii, D. kyathit, D. tinwini, D. nigrofasciatus, D. albolineatus), and four belong to the Choprae clade (D. jaintianensis, D. choprae, D. margaritatus, D. erythromicron) (Fig. 1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe assembled genomes have lengths ranging from 1.4 - 1.7 Gbp for species in the Rerio clade, 1.0 - 1.1 Gbp for those in the Choprae clade, and around 0.7 Gbp for the two Danionella species, all with relatively high continuity and completeness.
“The assembled genomes have lengths ranging from 1.4 – 1.7 Gbp for species in the Rerio clade, 1.0 – 1.1 Gbp for those in the Choprae clade, and around 0.7 Gbp for the two Danionella species, all with relatively high continuity and completeness.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataLeveraging newly available genome sequences and transcriptomes of other Danio species identified signs of selection in these genes as well as changes to inferred protein sequences.
“Leveraging the newly available genome sequences and transcriptomes of other Danio species identified signs of selection in these genes as well as changes to inferred protein sequences.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThese regions experienced the highest number of non-synonymous substitutions, with the greatest extent of change observed within the Choprae clade.
“These regions experienced the highest number of non-synonymous substitutions, with the greatest extent of change observed within the Choprae clade.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataGlobally, 37.1 % of regional trees supported D. kyathit as sister to D. rerio, while 18.6 % of them supported D. aesculapii as sister to D. rerio.
“Globally, 37.1 % of regional trees supported D. kyathit as sister to D. rerio, while 18.6 % of them supported D. aesculapii as sister to D. rerio.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe SNP profiles of Danio rerio strains exhibited similar genomic distributions, whereas those of D. aesculapii and D. kyathit showed pronounced divergence in both SNP density and localization.
“In most cases, the SNP profiles of Danio rerio strains exhibited similar genomic distributions, whereas those of D. aesculapii and D. kyathit showed pronounced divergence in both SNP density and localization.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe quartet probability of reconstructing the three species as sister species were very close to one third (random), with less than 5 % difference in relative frequency.
“The quartet probability of reconstructing the three species as sister species were very close to one third (random), with less than 5 % difference in relative frequency (Fig. 3B).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe Ne of D. rerio reached its peak in the Late Pleistocene interglacial stage (about 126-115 thousand years ago (kya)) and began to decrease sharply from the last glacial period (about 115 - 11.7 kya).
“The Ne of D. rerio reached its peak in the Late Pleistocene interglacial stage (about 126–115 thousand years ago (kya)) and began to decrease sharply from the last glacial period (about 115 – 11.7 kya).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere was a positive correlation between gene number and genome size.
“There was a positive correlation between gene number and genome size.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe dominant topologies transitioned from centromere to telomere: near the centromere region, the dominant tree was (((D. rerio, D. kyathit), D. aesculapii), (D. tinwini, D. nigrofasciatus)); for the intermediate region: (((D. rerio, D. aesculapii), D. kyathit), (D. tinwini, D. nigrofasciatus)); and for the telomere region: ((D. rerio, D. aesculapii), (D. kyathit, (D. tinwini, D. nigrofasciatus))
“The dominant topologies transitioned from centromere to telomere: 1) near the centromere region, the dominant tree was (((D. rerio, D. kyathit), D. aesculapii), (D. tinwini, D. nigrofasciatus)); 2) for the intermediate region: (((D. rerio, D. aesculapii), D. kyathit), (D. tinwini, D. nigrofasciatus)); and 3) for the telomere region: ((D. rerio, D. aesculapii), (D. kyathit, (D. tinwini, D. nigrofas”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe assemblies of D. tinwini, D. jaintianensis, D. albolineatus, D. choprae, and D. cerebrum show limited contiguity (Scaffold N50 = 4,632 - 18,166 kb) but achieve reasonably complete gene space coverage, with BUSCO scores ranging from 78 to 91.9 %.
“The assemblies of D. tinwini, D. jaintianensis, D. albolineatus, D. choprae, and D. cerebrum were generated using 10X Genomics data. Although these assemblies show limited contiguity (Scaffold N50 = 4,632 – 18,166 kb), they achieve reasonably complete gene space coverage, with BUSCO scores ranging from 78 to 91.9 %.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe dN/dS values of pigment-related PSGs were notably higher than those of other PSGs at node 1 and also the ancestor node of Choprae clade (node 2) but were lower at the ancestor node of Rerio clade (node 6).
“The dN/dS values of pigment-related PSGs were notably higher than those of other PSGs at node 1 and also the ancestor node of Choprae clade (node 2) but were lower at the ancestor node of Rerio clade (node 6) (Fig. 4C).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenAlthough assemblies relying on short reads or linked reads exhibit lower contiguity, they still achieve satisfactory gene-space completeness.
“Although assemblies relying on short reads or linked reads exhibit lower contiguity, they still achieve satisfactory gene-space completeness.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe transmembrane helix domains of Gja5b are highly conserved, whereas the intracellular loop and the C-terminus, both of which are disordered regions, were more variable among species.
“We found that the transmembrane helix domains are highly conserved, whereas the intracellular loop and the C-terminus, both of which are disordered regions, were more variable among species (Fig. 6A and B).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataD. albolineatus experienced population expansion during the Upper Pleistocene (126 - 11.7 kya), during which the population was relatively stable in size from 50 - 20 kya.
“The third clade (D. albolineatus): D. albolineatus experienced population expansion during the Upper Pleistocene (126 – 11.7 kya), during which the population was relatively stable in size from 50 – 20 kya.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn most cases (25 out of 36, 69.4 %), we observed no differences between wild-type and hemizygous test hybrids, suggesting that functions of these genes are largely conserved between D. rerio and these other species.
“In most cases (25 out of 36, 69.4 %), we observed no differences between wild-type and hemizygous test hybrids, suggesting that functions of these genes are largely conserved between D. rerio and these other species.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe highest average dN/dS value for pigment-related PSGs was observed in D. margaritatus, with ectodysplasin A receptor (edar, dN/dS = 19.9) and engrailed homeobox 1b (en1b, dN/dS = 4.0) showing relatively high dN/dS values.
“The highest average dN/dS value for pigment-related PSGs was observed in D. margaritatus, with ectodysplasin A receptor (edar, dN/dS = 19.9) and engrailed homeobox 1b (en1b, dN/dS = 4.0) showing relatively high dN/dS values.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataStructural modeling based on protein sequences suggests that the C-terminal domain of Gja5b may adopt a similar folded conformation in D. margaritatus and D. tinwini, whereas it appears structurally conserved across other species.
“Structural modeling based on protein sequences suggests that this domain may adopt a similar folded conformation in both species, whereas it appears to be structurally conserved across other species (Fig. 6D and E).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe p-value of kcnj13 and gja4 were all less than 0.05 at nodes 2/4/5/6, but kcnj13 underwent positive selection at nodes 4/5/6, while gja4 at nodes 2/4/5.
“The p-value of kcnj13 and gja4 were all less than 0.05 at nodes 2/4/5/6, but kcnj13 underwent positive selection at nodes 4/5/6, while gja4 at nodes 2/4/5 (Table S8).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOf 253 pigment-related SGs, the average dN/dS value was lowest in the horizontally striped species while spotted species had higher values.
“Of 253 pigment-related SGs, the average dN/dS value was lowest in the horizontally striped species while spotted species had higher values (Fig. 4D).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataReads from mitochondrial genes mapped almost exclusively to the maternal D. rerio genome.
“reads from mitochondrial genes mapped almost exclusively to the maternal D. rerio genome as anticipated (Fig. S26C)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataD. margaritatus and D. tinwini each carry one unique amino acid residue in the C-terminus of Gja5b.
“D. margaritatus and D. tinwini each carry one unique amino acid residue in the C-terminus.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAcross all libraries, many genes displayed a slight bias for the D. rerio allele.
“Across all libraries, many genes displayed a slight bias for the D. rerio allele”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataComplementation tests suggest functional divergence in igsf11 between D. rerio and D. margaritatus, but less clearly between D. rerio and D. erythromicron or D. choprae.
“In particular, these complementation tests suggest functional divergence in igsf11 between D. rerio and D. margaritatus, but less clearly between D. rerio and D. erythromicron or D. choprae, the closest relatives of D. margaritatus.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe D. rerio strains' assemblies resulted in high scaffold continuity (Scaffold N50 = 49,100 - 51,269 kb) but intermediate BUSCO completeness scores (72.9 - 79.4 %), indicating potential residual errors or gaps despite successful chromosomal assignment.
“This process resulted in high scaffold continuity (Scaffold N50 = 49,100 – 51,269 kb) but intermediate BUSCO completeness scores (72.9 – 79.4 %), indicating potential residual errors or gaps despite successful chromosomal assignment.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataUsing the Danio rerio (GRCz11) reference genome, the CB strain exhibited 37 % more SNPs compared to the AB strain, and 30 % more SNPs compared to the NA strain.
“Using the Danio rerio (GRCz11) reference genome, the CB strain exhibited 37 % more SNPs compared to the AB strain, and 30 % more SNPs compared to the NA strain”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataD. aesculapii and D. kyathit populations exhibited expansion-contraction dynamics, but their contraction phases began later than D. rerio's, at 40 - 30 kya and 20 kya, respectively.
“Similarly, D. aesculapii and D. kyathit populations exhibited expansion-contraction dynamics, but their contraction phases began later than D. rerio’s, at 40 – 30 kya and 20 kya, respectively.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe right arm of Dre4 exhibited extensive repetitive matches to the other two genome sequences, yet harbored few orthologs or paralogs on any chromosome of D. aesculapii or D. kyathit.
“The right arm of Dre4 exhibited extensive repetitive matches to the other two genome sequences, yet harbored few orthologs or paralogs on any chromosome of D. aesculapii or D. kyathit.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe D. rerio PAVs were generally shorter in length, while the number of PAVs was almost equal to or greater than that of the other Danio species.
“More specifically, the D. rerio PAVs were generally shorter in length, while the number of PAVs was almost equal to or greater than that of the other Danio species (Table S1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe genome of D. dracula exhibited excellent contiguity, with a Contig N50 of 2,300 kb and a Scaffold N50 of 10,288 kb, along with high BUSCO completeness (90.3 %).
“The genome of D. dracula, also assembled from PacBio long reads, exhibited excellent contiguity, with a Contig N50 of 2,300 kb and a Scaffold N50 of 10,288 kb, along with high BUSCO completeness (90.3 %).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThese trees revealed strong positional effects and that topology frequencies were significantly different at different locations along chromosomes.
“These trees revealed strong positional effects and that topology frequencies were significantly different at different locations along chromosomes (Fig. 3C).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataD. erythromicron population expanded during 200-50 kya before contracting at 50 - 40 kya, whereas D. margaritatus population expanded later (100 - 20 kya) with contraction initiating at 20 kya.
“The fourth clade (D. erythromicron, D. margaritatus): D. erythromicron population expanded during 200–50 kya (spanning the Late Pleistocene interglacial to early Last Glacial periods) before contracting at 50 – 40 kya, whereas D. margaritatus population expanded later (100 – 20 kya) with contraction initiating at 20 kya.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBidirectional gene flow signals were detected between (D. tinwini, D. nigrofasciatus) and D. rerio, also between D. kyathit and D. aesculapii.
“Bidirectional gene flow signals were detected between (D. tinwini, D. nigrofasciatus) and D. rerio, also between D. kyathit and D. aesculapii (Fig. 3D, Fig. S12).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the WGA, first codon nucleotide, and first+second codon nucleotide trees, D. kyathit was inferred as the sister clade to (D. rerio, D. aesculapii), but distinguished from (D. tinwini, D. nigrofasciatus).
“In the WGA, first codon nucleotide, and first+second codon nucleotide trees, D. kyathit was inferred as the sister clade to (D. rerio, D. aesculapii), but distinguished from (D. tinwini, D. nigrofasciatus).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataExpression patterns of asip2b and mc5r were suggestive of xanthophores, and mdkb of iridophores.
“Expression patterns of other genes in this set were suggestive of xanthophores (asip2b, mc5r) and iridophores (mdkb).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataPopulations of D. tinwini and D. nigrofasciatus began to expand 20 kya, slightly in D. tinwini, while sharply in D. nigrofasciatus.
“Populations of these two species began to expand 20 kya, slightly in D. tinwini, while sharply in D. nigrofasciatus.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe tree topologies ((D. rerio, D. aesculapii), (D. kyathit, (D. tinwini, D. nigrofasciatus)) and ((D. rerio, D. aesculapii), ((D. kyathit, D. tinwini), D. nigrofasciatus)) are both consistent with the existing distribution of the Danio species and are mainly recovered in regions of high recombination near the ends of Danio chromosomes.
“The tree topologies ((D. rerio, D. aesculapii), (D. kyathit, (D. tinwini, D. nigrofasciatus)) and ((D. rerio, D. aesculapii), ((D. kyathit, D. tinwini), D. nigrofasciatus)) are both consistent with the existing distribution of the Danio species and are mainly recovered in regions of high recombination near the ends of Danio chromosomes (Fig. 3C and E).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAssemblies for D. nigrofasciatus, D. margaritatus, and D. erythromicron are structurally fragmented (Scaffold N50 = 152 - 659 kb; scaffold count >1.38 million), yet exhibit moderate BUSCO completeness (79.7 - 84.9 %).
“Assemblies for D. nigrofasciatus, D. margaritatus, and D. erythromicron were constructed using Platanus, primarily based on short-read data. These assemblies are structurally fragmented (Scaffold N50 = 152 – 659 kb; scaffold count >1.38 million), yet exhibit moderate BUSCO completeness (79.7 – 84.9 %), indicating adequate coverage of conserved gene regions.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataD. rerio inherited ancestral horizontal stripes, whereas relatives repeatedly evolved spots and vertical bars.
“Whereas D. rerio inherited ancestral horizontal stripes, relatives repeatedly evolved spots and vertical bars.”
Quote in the paperSubstantial claim- Rests on an assumption: Pigment patterns play key roles in camouflage, kin recognition, and mate choice, and are targets for natural and sexual selection.
May combine two claims.
InterpretationcitationThe uplift time of the Indo-Burman Ranges overlaps with the divergence time of Rerio clade species, and the divergence of D. choprae and D. jaintianensis.
“This uplift time overlaps with the divergence time of Rerio clade species, and the divergence of D. choprae and D. jaintianensis (Fig. S13-S15).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [41] source
Classified as probably not a substantial claim.
Study design and conductreasoningTo avoid any issues with differing annotation quality, we used a two-step mapping strategy.
“To avoid any issues with differing annotation quality, we used a two-step mapping strategy.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningTo minimize the effect of annotation, sequencing, and assembly errors, pseudogenes, non-orthologous alignments, and non-conserved gene structures on subsequent evolutionary rate analyses, a series of rigorous filtering criteria was adopted.
“To minimize the effect of annotation, sequencing, and assembly errors, pseudogenes, non-orthologous alignments, and non-conserved gene structures on subsequent evolutionary rate analyses, a series of rigorous filtering criteria was adopted:”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationown dataPhenotypic variability observed between hybrids of different genotypes could be caused by the influence of novel genetic backgrounds from specific species pairs rather than by a functional divergence of the tested genes.
“Phenotypic variability observed between hybrids of different genotypes could be caused by the influence of novel genetic backgrounds from specific species pairs rather than by a functional divergence of the tested genes.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataPigment-related genes, including those regulating direct cell-cell interactions between pigment cells, exhibited signs of positive selection, and these genes evolved more rapidly in some species than others.
“These results indicated that pigment-related genes, i.e., including those regulating direct cell-cell interactions between pigment cells, exhibited signs of positive selection, and these genes evolved more rapidly in some species than others.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataA cis-acting regulatory change has increased the expression of aox6 in D. rerio and affected xanthophore pigment intensity.
“This finding suggests that a cis-acting regulatory change has increased the expression of aox6 in D. rerio and affected xanthophore pigment intensity.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningAmino acid changes in the intracellular loop of Gja5b may have led to reduced function and discontinuous stripes, with divergence in kcnj13 of D. choprae contributing to reduced contrast between dark bars and light intervening regions, similar to D. aesculapii.
“Here, amino acid changes in the intracellular loop of Gja5b may have led to reduced function and discontinuous stripes, with divergence in kcnj13 of D. choprae contributing to reduced contrast between dark bars and light intervening regions, similar to D. aesculapii.”
Quote in the paperSubstantial claim- Rests on an assumption: Pigment pattern formation is a self-organizing process based on interactions between pigment cell types.
May combine two claims.
InterpretationreasoningD. rerio, D. kyathit, and D. nigrofasciatus retained ancestral striped patterns, whereas structural variants in the C-terminus of Gja5b impaired normal intercellular interactions between melanophores and xanthophores, disrupting horizontal stripes and leading to spots in D. tinwini.
“Our findings suggest a model in which D. rerio, D. kyathit, and D. nigrofasciatus retained ancestral striped patterns, whereas structural variants in the C-terminus of Gja5b impaired normal intercellular interactions between melanophores and xanthophores, disrupting horizontal stripes and leading to spots in D. tinwini.”
Quote in the paperSubstantial claim- Rests on an assumption: Pigment pattern formation is a self-organizing process based on interactions between pigment cell types.
May combine two claims.
Study design and conductown dataThe reporter genes were upregulated in the expected cell types, verifying enrichment of hybrid cells.
“The reporter genes were upregulated in the expected cell types, verifying enrichment of hybrid cells (Fig. S26A).”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataGja5b may have functionally converged in D. margaritatus and D. tinwini, which are situated in different clades within Danio, and this convergence might have mediated changes in Gja5b proteins resulting in the convergent evolution of their spotted patterns.
“Our results also suggest that gja5b may have functionally converged in D. margaritatus and D. tinwini, which are situated in different clades within Danio, and that this convergence might have mediated changes in Gja5b proteins resulting in the convergent evolution of their spotted patterns.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe detected gene flow signals between D. rerio and D. aesculapii, and among D. kyathit, D. tinwini and D. nigrofasciatus are consistent with the current geographic distribution of these Danio species.
“The detected gene flow signals between D. rerio and D. aesculapii, and among D. kyathit, D. tinwini and D. nigrofasciatus are consistent with the current geographic distribution of these Danio species (Fig. 3E).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningFish with different pigment patterns vary considerably in contrast, thus requiring different settings for aperture and exposure time, which can result in slightly different color representations in the pictures.
“Fish with different pigment patterns vary considerably in contrast, thus requiring different settings for aperture and exposure time, which can result in slightly different color representations in the pictures.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisenone givenRNA-seq in hybrids requires discerning species of origin as well as gene of origin for each read.
“RNA-seq in hybrids requires discerning species of origin as well as gene of origin for each read.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataWild-type alleles from these other Danio species cannot fully complement the loss of function, and otherwise recessive, D. rerio alleles, and are thus likely to be hypomorphic relative to wild-type D. rerio alleles.
“These results suggest that wild-type alleles from these other Danio species cannot fully complement the loss of function, and otherwise recessive, D. rerio alleles, and are thus likely to be hypomorphic relative to wild-type D. rerio alleles.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningGeographical isolation may have accelerated the divergence of D. choprae and D. jaintianensis, after which gene flow occurred among species in nearby basins, respectively.
“Geographical isolation may have accelerated the divergence of D. choprae and D. jaintianensis, after which gene flow occurred among species in nearby basins, respectively (Table S6).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningThis complex speciation history resulted in the genetic material of D. rerio and D. kyathit, originally more closely related, being now more closely related to their sympatric Danio species.
“This complex speciation history resulted in the genetic material of D. rerio and D. kyathit, originally more closely related, being now more closely related to their sympatric Danio species.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningTo mitigate the possibility of mapping bias toward the D. rerio reference in regions with poor sequence conservation, we excluded reads mapping to 3' and 5' untranslated regions.
“To mitigate the possibility of mapping bias toward the D. rerio reference in regions with poor sequence conservation, we excluded reads mapping to 3’ and 5’ untranslated regions.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe phylogenomic analyses point to a complex history of incomplete lineage sorting, introgression, and possible genomic rearrangements contributing to topological discordances between Danio species.
“The phylogenomic analyses point to a complex history of incomplete lineage sorting, introgression, and possible genomic rearrangements contributing to topological discordances between Danio species.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenDifferential expression was assessed using default parameters: Wald test with adjusted p-values using Benjamini-Hochberg correction and FDR < 0.05.
“Differential expression was assessed using default parameters: Wald test with adjusted p-values using Benjamini-Hochberg correction and FDR < 0.05.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThere was introgression of alleles from D. tinwini into D. kyathit, and from D. kyathit into D. nigrofasciatus.
“This evidence suggested introgression of alleles from D. tinwini into D. kyathit, and from D. kyathit into D. nigrofasciatus (Table S5, Fig. 3D, Fig. S12).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningThe remaining 368 orthogroups likely contain multiple gene copies or may even be completely absent in one or more species, potentially resulting from lineage-specific duplications or losses such as those mediated by the teleost-specific whole-genome duplication (TGD).
“Beyond the 253 pigment-related SGs analyzed above, the remaining 368 orthogroups likely contain multiple gene copies or may even be completely absent in one or more species, potentially resulting from lineage-specific duplications or losses such as those mediated by the teleost-specific whole-genome duplication (TGD).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe very low minimum identity accounts for sequence divergence between species when remapping to GRCz11.
“The very low minimum identity accounts for sequence divergence between species when remapping to GRCz11.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe observed non-complementation phenotypes of hemizygous hybrids were not as severe as those of homozygous D. rerio mutants, implying that these loci have some activity in pigment cells of the other species and that functions of these genes in pigment pattern predate the origin of the Danio genus.
“Our finding that the observed non-complementation phenotypes of hemizygous hybrids were not as severe as those of homozygous D. rerio mutants (Fig. 5A, bottom) further implies that these loci have some activity in pigment cells of the other species and that functions of these genes in pigment pattern predate the origin of the Danio genus.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThe integration of long-read technologies with multi-platform scaffolding is essential for producing chromosome-level assemblies.
“In summary, the integration of long-read technologies with multi-platform scaffolding is essential for producing chromosome-level assemblies.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
In zebrafish, interactions between the three major pigment cell types – black melanophores, orange/yellow xanthophores and silvery iridophores – are required for stripe formation.
“In zebrafish, interactions between the three major pigment cell types – black melanophores, orange/yellow xanthophores and silvery iridophores – are required for stripe formation.”
The paper relies on this without support.
Pigment patterns play key roles in camouflage, kin recognition, and mate choice, and are targets for natural and sexual selection.
“Pigment patterns play key roles in camouflage, kin recognition, and mate choice. They are targets for natural and sexual selection, and therefore of high evolutionary significance4,5.”
The paper relies on this without support.
Two Danio species have independently evolved spotted patterns, D. tinwini with spots of black melanophores and D. margaritatus with spots of iridophores.
“Two Danio species have independently evolved spotted patterns, D. tinwini with spots of black melanophores and D. margaritatus with spots of iridophores (Fig. 5A).”
The paper relies on this without support.
Pigment pattern formation is a self-organizing process based on interactions between pigment cell types.
“Pigment pattern formation is a self-organizing process based on interactions between pigment cell types, as shown for example in D. rerio.”
The paper relies on this without support.
Genes encoding transmembrane proteins regulate some of these interactions and serve as candidates for genes that diverged between species.
“Genes encoding transmembrane proteins regulate some of these interactions and serve as candidates for genes that diverged between species.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Eight Danio species stated, but nine are listed
MinorThe paper says the collection includes eight Danio species in addition to D. rerio, but its clade lists name five non-rerio species in the Rerio clade and four in the Choprae clade-a total of nine.
“Apart from the D. rerio reference genome (GRCz11), our collection includes the laboratory D. rerio strains AB, Nadia (NA), and Cooch Behar (CB)20, as well as eight Danio species20–22 and two Danionella species”
“six species belong to the Rerio clade (D. rerio, D. aesculapii, D. kyathit, D. tinwini, D. nigrofasciatus, D. albolineatus), and four belong to the Choprae clade (D. jaintianensis, D. choprae, D. margaritatus, D. erythromicron)”
Model 1 is described as both free-ratio and one-ratio
MinorThe methods assign PAML model=1 to a free-ratio model in one passage and to a one-ratio branch model in another. Those descriptions specify different ways of assigning dN/dS ratios across branches.
“The Codeml program in the PAML package (version 4.8) with the free-ratio model (model=1) was run for each ortholog.”
“Background dN/dS ratios were calculated under the one-ratio branch model (model=1) of PAML.”
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Dsuite ‐ Fast <i>D</i> ‐statistics and related admixture evidence from VCF files
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Self-citationDirect determination of diploid genome sequences
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DensiTree: making sense of sets of phylogenetic trees
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Integrating Hi-C links with assembly graphs for chromosome-scale assembly
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Method for Isolation of PCR-Ready Genomic DNA from Zebrafish Tissues
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gEVAL — a web-based browser for evaluating genome assemblies
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Self-citationWild Sex in Zebrafish: Loss of the Natural Sex Determinant in Domesticated Strains
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Self-citationPrecise and efficient genome editing in zebrafish using the CRISPR/Cas9 system
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Self-citationEvolution of Coloration Patterns
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Detection and Polarization of Introgression in a Five-Taxon Phylogeny
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Resolving the full spectrum of human genome variation using Linked-ReadsPreprint
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Thyroid hormone-dependent adult pigment cell lineage and pattern in zebrafish
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Self-citationAdvancing biology through a deeper understanding of zebrafish ecology and evolution.
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Self-citationPhybase: an R package for species tree analysis
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Spot pattern of leopard Danio is caused by mutation in the zebrafish connexin41.8 gene
Watanabe, M., Iwashita, M., Ishii, M., Kurachi, Y., Kawakami, A., Kondo, S., & Okada, N. (2006) · The EMBO Reports · doi:10.1038/sj.embor.7400757 · Cited by 186 · see citing works
Mutations affecting pigmentation and shape of the adult zebrafish.
Haffter, P., Odenthal, J., Mullins, M. C., Lin, S., Farrell, M. J., Vogelsang, E., Haas, F., Brand, M., van Eeden, F. J. M., Furutani-Seiki, M., et al. (1996) · Development Genes and Evolution · doi:10.1007/s004270050051 · Cited by 175 · see citing works
Pigment Pattern Formation by Contact-Dependent Depolarization
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Kratochwil, C. F., Liang, Y., Gerwin, J., Woltering, J. M., Urban, S., Henning, F., Machado-Schiaffino, G., Hulsey, C. D., & Meyer, A. (2018) · Science · doi:10.1126/science.aao6809 · Cited by 157 · see citing works
Zebrafish Pigment Pattern Formation: Insights into the Development and Evolution of Adult Form
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Self-citationDiscoVista: Interpretable visualizations of gene tree discordance
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A curated gene list for expanding the horizons of pigmentation biology
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Singh, A. P., Schach, U., & Nüsslein-Volhard, C. (2014) · Nature Cell Biology · doi:10.1038/ncb2955 · Cited by 115 · see citing works
Patterson, L. B., Bain, E. J., & Parichy, D. M. (2014) · Nature Communications · doi:10.1038/ncomms6299 · Cited by 102 · see citing works
Self-citationPopulation genomics of wild and laboratory zebrafish (Danio rerio)
Whiteley, A. R., Bhat, A., Martins, E. P., Mayden, R. L., Arunachalam, M., Uusi‐Heikkilä, S., Ahmed, A., Shrestha, J., CLARK, M., Stemple, D. L., et al. (2011) · Molecular Ecology · doi:10.1111/j.1365-294x.2011.05272.x · Cited by 101 · see citing works
Zebrafish hybrids suggest genetic mechanisms for pigment pattern diversification in Danio
Parichy, D. M., & Johnson, S. L. (2001) · Development Genes and Evolution · doi:10.1007/s004270100155 · Cited by 92 · see citing works
Self-citationQuigley, I. K., Manuel, J. L., Roberts, R. A., Nuckels, R. J., Herrington, E. R., MacDonald, E. L., & Parichy, D. M. (2005) · Development · doi:10.1242/dev.01547 · Cited by 91 · see citing works
Self-citationIrion, U., Frohnhöfer, H. G., Krauss, J., Çolak Champollion, T., Maischein, H.-M., Geiger-Rudolph, S., Weiler, C., & Nüsslein-Volhard, C. (2014) · eLife · doi:10.7554/elife.05125 · Cited by 91 · see citing works
Self-citationPhylogeny of Zebrafish, a “Model Species,” within Danio, a “Model Genus”
McCluskey, B. M., & Postlethwait, J. H. (2015) · Molecular Biology and Evolution · doi:10.1093/molbev/msu325 · Cited by 90 · see citing works
Self-citationASTRAL-MP: scaling ASTRAL to very large datasets using randomization and parallelization
Yin, J., Zhang, C., & Mirarab, S. (2019) · Bioinformatics · doi:10.1093/bioinformatics/btz211 · Cited by 80 · see citing works
The identification of genes involved in the evolution of color patterns in fish
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Self-citationChromosome complement, C-banding, Ag-NOR and replication banding in the zebrafishDanio reio
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Protein structure mining using a structural alphabet
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Evolution of Endothelin signaling and diversification of adult pigment pattern in Danio fishes
Spiewak, J. E., Bain, E. J., Liu, J., Kou, K., Sturiale, S. L., Patterson, L. B., Diba, P., Eisen, J. S., Braasch, I., Ganz, J., et al. (2018) · PLOS Genetics · doi:10.1371/journal.pgen.1007538 · Cited by 58 · see citing works
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Britz, R., Conway, K. W., & Rüber, L. (2021) · Scientific Reports · doi:10.1038/s41598-021-97600-0 · Cited by 53 · see citing works
The exhumation of the Indo-Burman Ranges, Myanmar
Najman, Y., Sobel, E. R., Millar, I., Stockli, D. F., Govin, G., Lisker, F., Garzanti, E., Limonta, M., Vezzoli, G., Copley, A., et al. (2020) · Earth and Planetary Science Letters · doi:10.1016/j.epsl.2019.115948 · Cited by 48 · see citing works
Watanabe, M., Sawada, R., Aramaki, T., Skerrett, I. M., & Kondo, S. (2016) · Journal of Biological Chemistry · doi:10.1074/jbc.m115.673129 · Cited by 38 · see citing works
Cunliffe, V. T. (2003) · Genetics Research · doi:10.1017/s0016672303216384 · Cited by 32 · see citing works
Aman, A. J., Saunders, L. M., Carr, A. A., Srivatasan, S., Eberhard, C., Carrington, B., Watkins-Chow, D., Pavan, W. J., Trapnell, C., & Parichy, D. M. (2023) · eLife · doi:10.7554/elife.86670 · Cited by 30 · see citing works
Self-citationBouvier, D., Kieken, F., Kellezi, A., & Sorgen, P. L. (2008) · Cell Communication & Adhesion · doi:10.1080/15419060802014347 · Cited by 29 · see citing works
Banerjee, A. A., & Mahale, S. D. (2015) · Frontiers in Endocrinology · doi:10.3389/fendo.2015.00110 · Cited by 28 · see citing works
scanPAV: a pipeline for extracting presence–absence variations in genome pairs
Giordano, F., Stammnitz, M. R., Murchison, E. P., & Ning, Z. (2018) · Bioinformatics · doi:10.1093/bioinformatics/bty189 · Cited by 27 · see citing works
Podobnik, M., Frohnhöfer, H. G., Dooley, C. M., Eskova, A., Nüsslein-Volhard, C., & Irion, U. (2020) · Nature Communications · doi:10.1038/s41467-020-20021-6 · Cited by 26 · see citing works
Self-citationEom, D. S., Patterson, L. B., Bostic, R. R., & Parichy, D. M. (2021) · Developmental Biology · doi:10.1016/j.ydbio.2021.04.007 · Cited by 23 · see citing works
Self-citationEpigenetic regulation during melanocyte development and homeostasis
Dilshat, R., Vu, H. N., & Steingrímsson, E. (2021) · Experimental Dermatology · doi:10.1111/exd.14391 · Cited by 23 · see citing works
McCluskey, B. M., Uji, S., Mancusi, J. L., Postlethwait, J. H., & Parichy, D. M. (2021) · PLOS Genetics · doi:10.1371/journal.pgen.1009364 · Cited by 19 · see citing works
Self-citationA maternal-to-zygotic-transition gene block on the zebrafish sex chromosome
WILSON, C. A., & Postlethwait, J. H. (2024) · G3 Genes Genomes Genetics · doi:10.1093/g3journal/jkae050 · Cited by 17 · see citing works
Self-citationHuang, D., Kapadia, E. H., Liang, Y., Shriver, L. P., Dai, S., Patti, G. J., Humbel, B. M., Laudet, V., & Parichy, D. M. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2424180122 · Cited by 15 · see citing works
Self-citationDanio aesculapii, a new species of danio from south-western Myanmar (Teleostei: Cyprinidae)
Kullander, S., & Fang, F. (2009) · Zootaxa · doi:10.11646/zootaxa.2164.1.4 · Cited by 15 · see citing works
Direct male development in chromosomally ZZ zebrafish
WILSON, C. A., Batzel, P., & Postlethwait, J. H. (2024) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2024.1362228 · Cited by 14 · see citing works
Self-citationMcCluskey, B. M., Liang, Y., Lewis, V. M., Patterson, L. B., & Parichy, D. M. (2021) · Biology Open · doi:10.1242/bio.058814 · Cited by 12 · see citing works
Self-citationRole of the Connexin C-terminus in skin pattern formation of Zebrafish
Usui, Y., & Watanabe, M. (2021) · BBA Advances · doi:10.1016/j.bbadva.2021.100006 · Cited by 5 · see citing works
Podobnik, M., Singh, A. P., Fu, Z., Dooley, C. M., Frohnhöfer, H. G., Firlej, M., Stednitz, S. J., Elhabashy, H., Weyand, S., Weir, J. R., et al. (2023) · Development · doi:10.1242/dev.201627 · Cited by 5 · see citing works
Self-citationEfficient genome editing using modified Cas9 proteins in zebrafish
Dorner, L., Stratmann, B., Bader, L., Podobnik, M., & Irion, U. (2024) · Biology Open · doi:10.1242/bio.060401 · Cited by 5 · see citing works
Self-citationThe hybrid history of zebrafish
McCluskey, B. M., Batzel, P., & Postlethwait, J. H. (2025) · G3: Genes, Genomes, Genetics · doi:10.1093/g3journal/jkae299 · Cited by 5 · see citing works
Self-citationChen, J., Wang, H., Wu, S., Zhang, A., Qiu, Z., Huang, P., Qu, J. Y., & Xu, J. (2024) · Science Advances · doi:10.1126/sciadv.adj9637 · Cited by 3 · see citing works
Self-citationThe genome sequence of the Dracula fish, Danionella dracula (Britz, Conway & Rüber, 2009)
Rüber, L., Britz, R., Conway, K., Bista, I., McCarthy, S., Wood, J., Smith, M., Oliver, K., Howe, K., & Durbin, R. (2024) · Wellcome Open Research · doi:10.12688/wellcomeopenres.21117.1 · Cited by 3 · see citing works
Self-citationThe chromosome-level genome sequences of Danio rerio strains AB, Nadia and Cooch Behar
Howe, K., Varga, Z. M., Postlethwait, J. H., McCarthy, S., Wood, J. M. D., Smith, M., & Oliver, K. (2025) · Wellcome Open Research · doi:10.12688/wellcomeopenres.25012.1 · Cited by 2 · see citing works
Self-citationThe genome sequence of the Panther Danio, Danio aesculapii Kullander & Fang, 2009
Howe, K., McCluskey, B. M., Varga, Z. M., Trevarrow, B., McCarthy, S., Pelan, S. E., Wood, J. M. D., Smith, M., & Oliver, K. (2025) · Wellcome Open Research · doi:10.12688/wellcomeopenres.25028.1 · Cited by 2 · see citing works
Self-citationThe genome sequence of the Orange-finned Danio, Danio kyathit Fang, 1998
Howe, K., McCluskey, B. M., McCarthy, S., Collins, J., Wood, J. M. D., Smith, M., & Oliver, K. (2025) · Wellcome Open Research · doi:10.12688/wellcomeopenres.25031.1 · Cited by 2 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 9
- 2024, The genome sequence of the Dracula fish, Danionella dracula (Britz, Conway & Rüber, 2009), Wellcome Open Research, 9, 194, 10.12688/wellcomeopenres.21117.1 · DOI · Paper page
- 10.1007/s004270100155 · DOI · Paper page
- 10.1038/nature12111 · DOI · Paper page
- 10.1093/sysbio/syv023 · DOI · Paper page
- 10.1093/molbev/msm088 · DOI · Paper page
- 2019, A curated gene list for expanding the horizons of pigmentation biology, Pigment cell & melanoma research, 32, 348, 10.1111/pcmr.12743 · DOI · Paper page
- 10.1093/molbev/msu325 · DOI · Paper page
- Quigley, I. K. et al. Evolutionary diversification of pigment pattern in Danio fishes: differential fms dependence and stripe loss in D. albolineatus. (2005). · DOI · Paper page
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Cited by
Sorted by citations
Zebrafish relatives as models for functional comparative genetics and genomics
Podobnik, M., Lu, Y., Irion, U., & Currie, P. D. (2026) · Nature Reviews Genetics · doi:10.1038/s41576-026-01007-4 · Cited by 1 · see citing works
Self-citationHuang, D., de Mello, P. L. H., Liu, T., Liu, Y., Kapadia, E. H., Liang, Y., Lü, J., Corbo, J. C., & Parichy, D. M. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2025.12.04.692427 · Cited by 1 · see citing works
Self-citationLu, Y., Podobnik, M., Ando, K., Pan, M., Locop, J., Guo, A., Mourrain, P., Kikuchi, K., Ruparelia, A. A., & Currie, P. D. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.02.23.707519 · Cited by 1 · see citing works
Self-citationEndoh, T., Camer, G. A., Kayama, K., Endoh, D., & Teraoka, H. (2026) · Proteomes · doi:10.3390/proteomes14030036
- Authors
- Lu, J., Podobnik, M., Huang, J., McCluskey, B. M., McCarthy, S. A., Wood, J., Collins, J., Torrance, J., Sims, Y., Gao, D., Huang, J., Liu, J., Fang, W., Huang, P., Ma, C., Parichy, D., Irion, U., Liu, J., Howe, K., & Postlethwait, J. H.
- Affiliations
- Australian Regenerative Medicine Institute (AU)
- Sun Yat-sen University (CN)
- University of Minnesota (US)
- Wellcome Sanger Institute (GB)
- University of Virginia (US)
- Max Planck Institute for Biology (DE)
- University of Oregon (US)
- ORCID
- Venue
- bioRxiv (Cold Spring Harbor Laboratory)
- Publisher
- openRxiv
- Published
- 2025-10-18
- PMC
- PMC12632866
- OpenAlex
- W4415320347
- Semantic Scholar
- c9410002acf563749887564336b41f8e20e7e668
- Cited by
- 4
- References
- 107
- Citations by year
- 2026: 3 · 2025: 1
- Type
- posted content
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (submittedVersion, cc-by)
- Funders
- National Institutes of Health (R35 GM222471)
- Wellcome Sanger Institute (098051, 206194)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Developmental Biology and Gene Regulation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Zebrafish Biomedical Research Applications
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Fish Biology and Ecology Studies
- Keywords
- Danio, zebrafish, Danioninae, speciation, horizontal stripes, gap junctions, adhesion molecules, introgression, incomplete lineage sorting, hybrid origin, morphological evolution, regulatory evolution, comparative genomics, transcriptomics, phylogenomics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-02.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-02.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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