PreprintCited by 4Developmental Biology and Gene RegulationZebrafish Biomedical Research ApplicationsFish Biology and Ecology Studies

Genomic and genetic insights into speciation and pigment pattern diversification in Danio fishes

Open access
Lu, Jianguo, Podobnik, Marco, Huang, Junrou, McCluskey, Braedan M., McCarthy, Shane A., Wood, Jonathan, Collins, Joanna, Torrance, James +12 more·2025·bioRxiv (Cold Spring Harbor Laboratory)

Abstract

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.

AI snapshot

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.

Integrity signals

Registry

Crossref · 10.1101/2025.10.17.682988

Cites

108 of 108 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
  • 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
  • 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
  • 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
  • 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.

    Premisecitation

    Roles 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).

    Premisecitation

    Igsf11 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
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Gja4 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.

    Premisecitation

    kcnj13 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.

    Premisecitation

    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 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
  • May combine two claims.

    Findingown data

    D-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
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The 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.

    Interpretationcitation

    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.

    “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
  • May combine two claims.

    Findingcitation

    Wild-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.

    Premisecitation

    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 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.

    Interpretationcitation

    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.

    “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.

    Premisecitation

    Gap 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).

    Findingcitation

    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.

    “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.

    Findingcitation

    Of 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 data

    The 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    Leveraging 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 claim
  • May combine two claims.

    Findingown data

    These 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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).

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    There 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    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).

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Although 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    Structural 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    Of 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Reads 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 claim
  • May combine two claims.

    Findingown data

    D. 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Across 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    These 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 claim
  • May combine two claims.

    Findingown data

    D. 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 claim
  • May combine two claims.

    Findingown data

    Bidirectional 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 claim
  • May combine two claims.

    Findingown data

    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).

    “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 claim
  • May combine two claims.

    Findingown data

    Expression 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 claim
  • May combine two claims.

    Findingown data

    Populations 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    Assemblies 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 claim
  • May combine two claims.

    Interpretationown data

    D. 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.

    Interpretationcitation

    The 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 conductreasoning

    To 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    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.

    “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 claim
  • Classified as probably not a substantial claim.

    Interpretationown data

    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.

    “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 claim
  • May combine two claims.

    Interpretationown data

    Pigment-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 claim
  • May combine two claims.

    Interpretationown data

    A 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 claim
  • May combine two claims.

    Interpretationreasoning

    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.

    “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.

    Interpretationreasoning

    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.

    “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 data

    The 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 claim
  • May combine two claims.

    Interpretationown data

    Gja5b 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 claim
  • May combine two claims.

    Interpretationown data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    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.

    “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 claim
  • Classified as probably not a substantial claim.

    Premisenone given

    RNA-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 claim
  • May combine two claims.

    Interpretationown data

    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.

    “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 claim
  • May combine two claims.

    Interpretationreasoning

    Geographical 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 claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    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.

    “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 claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    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.

    “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 claim
  • May combine two claims.

    Interpretationown data

    The 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Differential 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 claim
  • May combine two claims.

    Interpretationown data

    There 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    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).

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The 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 claim
  • May combine two claims.

    Interpretationown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The 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
77 of 77
  • 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.”
5 of 5

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

    Minor

    The 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.

  • Model 1 is described as both free-ratio and one-ratio

    Minor

    The 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.

2 of 2

Cites

Flagged first, then by citations

Research works printed but not linked: 9

  1. 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
  2. 10.1007/s004270100155 · DOI · Paper page
  3. 10.1038/nature12111 · DOI · Paper page
  4. 10.1093/sysbio/syv023 · DOI · Paper page
  5. 10.1093/molbev/msm088 · DOI · Paper page
  6. 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
  7. 10.1093/molbev/msu325 · DOI · Paper page
  8. 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
  9. Nelson, J . Fishes of the World 4th edition John Wiley & Sons. Nueva York (2006).

Cited by

Sorted by citations

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)
Venue
bioRxiv (Cold Spring Harbor Laboratory)
Publisher
openRxiv
Published
2025-10-18
OpenAlex
W4415320347
Cited by
4
References
107
Citations by year
2026: 3 · 2025: 1
Type
posted content
Language
en
Open access
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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