Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

399

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

399 results for “mimicry”

Learn how ShareScore rates datasets ↗
zenodo44/100

Supplementary materials for: How effective are insect aposematism and Batesian mimicry in deterring a wild avian predator?

<p><strong><a name="_Hlk180513890"></a>Acoustic_parameters_10cm.txt</strong><br>Acoustic parameters of the sounds produced by insects in flight, species recorded at 10 cm from the microphone.</p> <p><strong>Acoustic_parameters_5cm.txt<br></strong>Acoustic parameters of the sounds produced by insects in flight, species recorded at 5 cm from the microphone.</p> <p><strong>Robin_behaviours.txt</strong> <br><em>Erithacus rubecula</em> reactions measured in Boris software from videos of behavioural experiments.</p> <p><strong>Rscript_robin_behaviours.R</strong><br>R script used for the analysis of robins&rsquo; behaviours (using Robin_behaviours.txt).</p> <p><strong>Rscript_acoustical_analyses.R</strong><br>R script used for the analysis of acoustical parameters of insect buzzing sounds (using Acoustic_parameters_10cm.txt and Acoustic_parameters_5cm.txt).</p> <p><strong>Robin_experiment_video.mp4<br></strong>Behavioural experiment with a wild European robin (<em>Erithacus rubecula</em>) in its habitat. A freshly defrosted insect specimen and the corresponding buzzing sound of each recorded hymenopteran model and lepidopteran mimic (plus a housefly as a control) were presented in random order to the robin at a feeder with <em>Tenebrio molitor</em> larvae.</p> <p><strong>Robin_experiment_video_Metadata.docx</strong><br><span>Metadata for the supplementary video Robin_experiment_video.mp4.</span></p>

opencc-by-4.0Feb 2025View details →
zenodo44/100

Data from: The genomics and evolution of inter-sexual mimicry and female-limited polymorphisms in damselflies

<p>The dataset contains intermediate output files required to reproduce the figures in the main text and Supporting Material of Willink <em>et al</em>. 2023. The genomics and evolution of inter-sexual mimicry and female-limited polymorphisms in damselflies.</p> <p>FILE OVERVIEW:</p> <p>1. Morph-specific assemblies<br> &nbsp;&nbsp; &nbsp;A. File names: Afem_1354_ragtag.fasta.gz, Ifem_1049_ragtag.fa.gz, Ofem_0081_ragtag.fa.gz, O054_Shasta_run2.PMDV.HAP1.purged.fasta.gz, A059_Shasta_run1.PMDV.HAP1.purged.fa.gz<br> &nbsp;&nbsp; &nbsp;B. Description: genome assemblies for different morphs of <em>Ischnura elegans</em> (Afem_1354, Ifem_1049, and Ofem_0081) and <em>Ischnura senegalensis</em> (A059 and O054), generated in this study from long-read Nanopore data using Shasta v 0.7.0 (https://github.com/paoloshasta/shasta).</p> <p>2. Assembly statistics<br> &nbsp;&nbsp; &nbsp;A. File names: Assembly_statistics.csv, Assembly_statistics_sen.csv<br> &nbsp;&nbsp; &nbsp;B. Description: Completeness and quality metrics for <em>de novo</em> genome assemblies of <em>I. elegans</em> and <em>I. senegalensis</em> female morphs. See Fig. S1-S2.</p> <p>3. Repetitive content annotation<br> &nbsp;&nbsp; &nbsp;A. File names: A1354_ragtag_RED.bed.repeats.bed.gz, Afem_Shasta1_polished_ragtag_UPPER.fa.out.gz, Ifem_Shasta2_polished_ragtag_UPPER.fa.out.gz, ioIscEleg1.1.primary_UPPER.fa.out.gz, ToL_RED.repeats.bed.gz<br> &nbsp;&nbsp; &nbsp;B. Description: Annotation of repetitive sequences in morph-specific assemblies. All morph assemblies (A, I and Darwin Tree of Life assemblies) were annotated using RepeatModeler v 2.0.1 and RepeatMasker v 1.0.93 (http://www.repeatmasker.org). The A morph and&nbsp; DToL assemblies were additionally annotated using Red v 0.0.1 (https://github.com/BioinformaticsToolsmith/Red). RepeatMasker annotations were then used to estimate TE coverage. See Extended Data Fig. 4 and Fig. S7.</p> <p>4. GWAS output<br> &nbsp;&nbsp; &nbsp;A. File names: A1354_ragtag_AvI.assoc_filtered.txt.gz, A1354_ragtag_AvO.assoc_filtered.txt.gz, A1354_ragtag_IvO.assoc_filtered.txt.gz, ToL_AvI.assoc_filtered.txt.gz, ToL_AvO.assoc_filtered.txt.gz, ToL_IvO.assoc_filtered.txt.gz<br> &nbsp;&nbsp; &nbsp;B. Description: filtered SNPs in pairwise association tests between morphs (n = 19 resequencing samples per morph) of<em> I. elegans</em>. Analyses were conducted in PLINK v 1.9 (http://pngu.mgh.harvard.edu/purcell/plink/), using either the A morph assembly (Fig. 2a-b), or the Darwin Tree of Life (DToL) reference assembly (Extended Data Figure 8a-b) as mapping reference.</p> <p>5. Population statistics<br> &nbsp;&nbsp; &nbsp;A. File names: Afem_pixy_30K_fst.txt.gz, A1354_30kb.Tajima.D.gz, Afem_pi_30K_pi.txt.gz, ToL_30K_fst.txt.gz, ToL_30kb.Tajima.D.gz, ToL_30K_onepop_pi.txt.gz<br> &nbsp;&nbsp; &nbsp;B. Description: Genetic differentiation (fst) between morphs, Tajima&#39;s D statistics, and nucleotide diversity across 30 kb windows of the<em> I. elegans</em> genome. Population statistics were computed using either the A morph assembly (Fig. 2c-e), or the DToL reference assembly (Extended Data Figure 8c-e) as mapping reference.</p> <p>6. k-mer based GWAS<br> &nbsp;&nbsp; &nbsp;A. File names: AvI_kmers.fa.gz, AvO_kmers.fa.gz, OvAI_kmers.fa.gz, AvI_kmers.fa_v_A1354_Shasta_run1_table.tsv.gz, AvO_kmers.fa_v_A1354_Shasta_run1_table.tsv.gz, OvAI_kmers.fa_v_A1354_Shasta_run1_table.tsv.gz, OvAI_kmers.fa_v_Ifem_1049_ragtag_table.tsv.gz<br> &nbsp;&nbsp; &nbsp;B. Description: List of significant k-mers (in fasta format) in three k-mer based association analyses (n = 19 resequencing samples per morph) between morphs of<em> I. elegans</em>. Significant k-mers were then mapped to morph-specific assemblies using Blast v 2.22.28 (https://blast.ncbi.nlm.nih.gov/Blast.cgi) for short sequences. We include mapping results shown in Fig. 3a-b.</p> <p>7. Read-depth coverage<br> &nbsp;&nbsp; &nbsp;A. File names: reseq_coverage_norepeat_500_window.bed.gz, nano_coverage_norepeat_500_window.bed.gz, Ifem_nano_coverage_norepeat_500_window.bed.gz, Ifem_reseq_coverage_norepeat_500_window_15Mb.bed.gz, poolseq_coverage_norepeat_500_window.bed.gz, morph_coverage_norepeat_diff_500.tsv.gz, SwD_popmap<br> &nbsp;&nbsp; &nbsp;B. Description: Read depth coverage of the morph locus and a 15 mb region used to estimate baseline read depths. 19 Illumina resequencing samples, and one long-read Nanopore sample of each morph of <em>I. elegans</em> were mapped to both the A and I assemblies to estimate read depth. Two poolseq samples (each pool consisting of 30 females of each morph) of<em> I. senegalensis</em> were mapped to the A assembly of<em> I. elegans</em> to estimate read depth. Read depth was estimated in mosdepth v 0.2.8 (https://github.com/brentp/mosdepth) across 500 bp windows after filtering windows with more than 10% repetitive content. For poolseq samples, the difference in coverage values between the A and O pools was computed across the entire genome. Sample information for resequencing samples is recorded in the file SwD_popmap. See Fig. 3c-d, 5b, and S8.</p> <p>8. Assembly alignment<br> &nbsp;&nbsp; &nbsp;A. File names: nucmer_aln_Ifem_1049_ragtag_Afem_1354_ragtag.qr1_filter.reformat.coords.gz, nucmer_aln_Ofem_0081_ragtag_Afem_1354_ragtag.qr1_filter.reformat.coords.gz, nucmer_aln_Afem_Isen_Afem_Iele.qr1_filter.reformat.coords.gz, nucmer_aln_Ofem_Isen_Afem_Iele.qr1_filter.reformat.coords.gz, karyotype_AI_RagTag.csv, karyotype_AO_RagTag.csv, karyotype_AIsen_AIele.cs, karyotype_OIsen_AIele.csv<br> &nbsp;&nbsp; &nbsp;B. Description: Assembly alignments using nucmer v 4.0.0 (https://github.com/mummer4/mummer) and contig synteny for plotting using RIdeogram v 0.2.2 (https://cran.r-project.org/web/packages/RIdeogram/vignettes/RIdeogram.html) in R v 4.2.2 (https://www.r-project.org/). The A morph assembly of <em>I. elegans</em> was aligned to the I and O morph assemblies of<em> I. elegans</em> and to the A and O-like assemblies of <em>I. senegalensis</em>. See Fig. 4a, 5c.</p> <p>9. Genotyping the Darwin Tree of Life assembly<br> &nbsp;&nbsp; &nbsp;A. File names: nucmer_aln_Afem_ragtag_ToL-haplotigs.qr1_filter.reformat.coords.gz, nucmer_aln_Afem_ragtag_ToL-primary.qr1_filter.reformat.coords.gz, ToL_500_norepeat.regions.bed.gz, karyotype_AToL_13_unloc_RagTag.csv, karyotype_AToL_RagTag_haplotigs.csv<br> &nbsp;&nbsp; &nbsp;B. Description: To genotype the DToL reference assembly of<em> I. elegans</em>, we estimated read-depth coverage of the DToL long-read Pacbio data mapped to the A morph assembly of <em>I. elegans</em> generated in this study, and aligned the A morph assembly to both the primary DToL assembly and to the purged haplotigs. Read depth was estimated in mosdepth v 0.2.8 (https://github.com/brentp/mosdepth) and assembly alignments were conducted using nucmer v 4.0.0 (https://github.com/mummer4/mummer). See Fig. S3.</p> <p>10. SV calling<br> &nbsp;&nbsp; &nbsp;A. File names: A_to_A.bam, A_to_A.bam.bai, A_to_I.bam, A_to_I.bam.bai, A_to_O.bam, A_to_O.bam.bai, A_to_ToL_2mb.bam, A_to_ToL_2mb.bam.bai, I_to_A.bam, I_to_A.bam.bai, I_to_I.bam, I_to_I.bam.bai, I_to_O.bam, I_to_O.bam.bai, I_to_ToL_2mb.bam, I_to_ToL_2mb.bam.bai, O_to_A.bam, O_to_A.bam.bai, O_to_I.bam, O_to_I.bam.bai, O_to_O.bam, O_to_O.bam.bai, O_to_ToL_2mb.bam, O_to_ToL_2mb.bam.bai<br> &nbsp;&nbsp; &nbsp;B. Description: mergede alignements of resequencing samples (n = 19 per morph) to alternative reference assemblies (A, I, O, and DToL) for<em> I. elegans</em>. The alignments have been filtered by quality and to contain only the unlocalized scaffold 2 of chromosome 13, which includes the morph locus. These files were used to call morph-specific structural variants using samplot v 1.3.0 (https://github.com/ryanlayer/samplot). See Extended Data Figs 2, 7, and Fig. S5-S6.</p> <p>11. Mapping of inversion breakpoint reads<br> &nbsp;&nbsp; &nbsp;A. File names: AvO_3K.tsv.gz, AvO_22K.tsv.gz, AvO_sen_3K.tsv.gz, AvO_sen_22K.tsv.gz, IvO_3K.tsv.gz<br> &nbsp;&nbsp; &nbsp;B. Description: Signatures of an inversion with breakpoints at ~ 3 kb and ~ 22 kb of the unlocalized scaffold 2 of chromosome 13 on the O assembly were found in A and I resequencing samples of <em>I. elegans</em> and in poolseq samples of A females of <em>I. senegalensis</em>. We queried the reads mapping to the inversion breakpoints and then tabulated their mapping locations of the A morph assembly of<em> I. elegans</em> (Fig. 6 and Extended Data Fig. 3, 7b-c). For the first inversion breakpoint, we also mapped reads on the I morph assembly of <em>I.</em> elegans (Fig. S12).</p> <p>12. Evidence of translocation in I<br> &nbsp;&nbsp; &nbsp;A. File names: Ifem_nano_SUPER_13_unloc_2.bam, Ifem_nano_SUPER_13_unloc_2.bam.bai<br> &nbsp;&nbsp; &nbsp;B. Description: Long-read Nanopore data of a I morph female of <em>I. elegans</em> mapped to the A morph of <em>I. elegans</em> and filtered to contain the entire unlocalized scaffold 2 of chromosome 13. Read mapping was conducted in minimap2 v 2.22-r1110 (https://github.com/lh3/minimap2) and used to identify a translocation signature in the I morph, relative to the A morph of <em>I. elegans</em>. See Extended Data Fig. 6.</p> <p>13. PCA output<br> &nbsp;&nbsp; &nbsp;A. File names: A1354_all.eigenval, A1354_all.eigenvec, I1049_all.eigenval, I1049_all.eigenvec<br> &nbsp;&nbsp; &nbsp;B. Description: Eigenvectors and eigenvalues of PCA analyses of population structure between morphs of <em>I. elegans</em>. PCA analysis were conducted on morph locus, using either the A morph or the I morph assembly as mapping reference in PLINK v 1.9 (http://pngu.mgh.harvard.edu/purcell/plink/). See Fig. S4.</p> <p>14. Linkage disequilibrium<br> &nbsp;&nbsp; &nbsp;A. File names: A1354_SUPER_1_allr.ld.gz, A1354_SUPER_2_allr.ld.gz, A1354_SUPER_3_allr.ld.gz, A1354_SUPER_4_allr.ld.gz, A1354_SUPER_5_allr.ld.gz, A1354_SUPER_6_allr.ld.gz, A1354_SUPER_7_allr.ld.gz, A1354_SUPER_8_allr.ld.gz, A1354_SUPER_9_allr.ld.gz, A1354_SUPER_10_allr.ld.gz, A1354_SUPER_11_allr.ld.gz, A1354_SUPER_12_allr.ld.gz, A1354_SUPER_13_allr.ld.gz, A1354_SUPER_13_unloc_1_allr.ld.gz, A1354_SUPER_13_unloc_2_allr.ld.gz, A1354_SUPER_13_unloc_3_allr.ld.gz, A1354_SUPER_13_unloc_4_allr.ld.gz, A1354_SUPER_X_allr.ld.gz<br> &nbsp;&nbsp; &nbsp;B. Description: Estimates of recombination rate (R2) between SNPs across the first 15 mb of each chromosome and unlocalized segments of chromosome 13 of <em>I. elegans</em>. Recombination rates were estimated based on 57 resequencing samples and using the A morph assembly as mapping reference in PLINK v 1.9 (http://pngu.mgh.harvard.edu/purcell/plink/). See Extended Data Fig. 5.</p> <p>15. Gene annotations<br> &nbsp;&nbsp; &nbsp;A. File names: Afem_all_ragtag.gtf.gz, Afem_all_transcripts.transdecoder.genome.gff3.gz, Isen.gtf.gz<br> &nbsp;&nbsp; &nbsp;B. Description: Annotation of the A morph assembly of <em>I. elegans</em> using RNAseq data to assemble transcripts <em>de novo </em>for <em>I. elengans</em> and <em>I. senegalensis</em> in Stringtie v 2.1.4 (https://ccb.jhu.edu/software/stringtie/). Peptide sequences for the <em>I. elegans</em> transcripts were then predicted using Transdecoder v 5.5.0 (https://github.com/TransDecoder/TransDecoder).</p> <p>16. Gene annotations in the morph locus<br> &nbsp;&nbsp; &nbsp;A. File names: gene_models_shared_trancripts_simple.csv, gene_models_shared_trancripts_simple_I.csv<br> &nbsp;&nbsp; &nbsp;B. Description: locations of exon features for genes in the morphs locus and expressed in at least one adult sample of both<em> I. elegans</em> and <em>I. senegalensis</em>. Locations are given for the A and I assemblies. See Fig. 6 and S12.</p> <p>17. Gene expression<br> &nbsp;&nbsp; &nbsp;A. File names: DToL_gene_count_matrix.csv.gz, DToL_transcript_count_matrix.csv.gz, gene_count_matrix.csv.gz, transcript_count_matrix.csv.gz, Isen_gene_count_matrix.csv.gz, Isen_transcript_count_matrix.csv.gz, Iele_phenodata.csv, Isen_phenodata.csv<br> &nbsp;&nbsp; &nbsp;B. Description: Sample information (phenodata), gene and transcript count matrices for gene expression analysis. For <em>I. elegans</em>, gene expression was quantified on thoracic tissue of six adult females of each morph and six adult males (three sexually mature and three sexually immature in each group). Reads were mapped to both the A morph assembly and the DToL reference assembly. For <em>I. senegalensis</em>, we used previously published data (NCBI BioProject PRJDB11387) from different tissues of adult females of each morph and males (one upon emergence and one two days after emergence for each group) mapped to the A morph assembly. Gene and transcript counts were generated using Stringtie v 2.1.4 (https://ccb.jhu.edu/software/stringtie/). See Fig. 6, S9-S11, S13.</p> <p>18. SNPs in the morph locus<br> &nbsp;&nbsp; &nbsp;A. File names: A1354-ragtag-allsites-candidate_gene_cds.vcf.gz, A1354-ragtag-allsites-candidate_gene_cds.vcf.gz.tbi, vcf_popmap<br> &nbsp;&nbsp; &nbsp;B. Description: SNPs in 57 resequencing samples across coding sequences of the morph locus of <em>I. elegans</em>. The A morph assembly was used as mapping reference. Sample information for resequencing samples is recorded in the file vcf_popmap. See Fig. S14a.</p> <p>19. Domains and orthologues of Gastrula zinc-finger transcription factor in the morph locus<br> &nbsp;&nbsp; &nbsp;A. File names: GZnf_domain_annot.csv, GZnF_orthologue.tre, GZnf_orthologue_annot.txt<br> &nbsp;&nbsp; &nbsp;B. Description: Functional domains were annotated using InterProScan (https://www.ebi.ac.uk/interpro/). The gene orthologue tree was inferred using OrthoFinder v 2.5.2 (https://github.com/davidemms/OrthoFinder). See Fig. S14.</p>

opencc-by-4.0Sep 2023View details →
dryad40/100

Eggshell colour differences in a classic example of coevolved eggshell mimicry

<p>Avian brood parasitism is a model system for understanding coevolutionary arms races, and the great reed warbler (<em>Acrocephalus arundinaceus</em>, hereafter 'warbler') and its parasite the common cuckoo (<em>Cuculus canorus</em>, hereafter 'cuckoo') are prime examples of this coevolutionary struggle. Here, warblers select for egg colour mimicry by rejecting poorly matched cuckoo eggs. Contrary to long-held assumptions, recent work showed that warblers tend to reject lighter and browner eggs but tended to accept darker and bluer eggs rather than basing rejection decisions solely on perceived colour differences (i.e., the degree of mimicry). This counter-intuitive, colour-biased rejection behaviour would select for bluer and darker cuckoo eggs, but would only be adaptive if cuckoos were consistently lighter and browner than warbler eggs. Therefore, we tested whether warbler eggs were consistently bluer and darker than the cuckoo eggs. To do so, we re-analysed eggshell reflectance spectra of warblers and the cuckoos that parasitized them in the Czech Republic. As expected, we found that warbler eggs were significantly bluer and darker than the cuckoo eggs at the population level. Thus, we demonstrate imperfect mimicry in a long-coevolved cuckoo host-race and provide insights for exploring the coevolutionary interactions among hosts and their brood parasites.</p>

opencc-zeroNov 2023View details →
dryad40/100

Selection for evasive mimicry imposed by an arthropod predator

<p>It has long been hypothesized that a species that is relatively easy to catch by predators may face selection to resemble a species that is harder to catch.  Several experiments using avian predators have since supported this "evasive mimicry" hypothesis.  However, the sudden movement of artificial evasive prey in each of the above experiments may have startled the predators, generating an avoidance response unrelated to difficulty of capture. Additionally, in the above experiments, the catchability of prey was all or nothing, while in nature predators may occasionally catch evasive prey or fail to catch slower species, which might inhibit learning. Here, using mantids as predators, we conducted an experimental test of the evasive mimicry hypothesis that circumvents these limitations, using live painted calyptrate flies with modified evasive capabilities as prey. We found that mantids readily learned to avoid pursuing the more evasive prey types. Warning signals based on evasiveness and their associated mimicry may be widespread phenomena in nature.  These findings not only further support its plausibility but demonstrate that even arthropod predators can select for it.</p>

opencc-zeroDec 2023View details →
dryad40/100

Predator-based selection and the impact of edge sympatry on components of coral snake mimicry

<p>Mimicry is a vivid example of how predator-driven selection can impact phenotypic diversity, which itself can be influenced by the presence (sympatry) or absence (allopatry) of a dangerous model. However, the impact of sympatry and allopatry on predation on mimicry systems at fine spatial scales (e.g., edge sympatry, allopatry) is not well understood. We used a clay model study in a montane tropical site in Honduras to test the impact of edge sympatry on 1) overall attack rates, 2) the fitness benefit of mimetic coloration, 3) predation on specific mimetic signal components, and 4) temporal variation in predator-based selection on mimicry components. Unlike previous research, we found that mimetic phenotypes received significantly more attacks than cryptic replicas in edge sympatry, suggesting that mimetic phenotypes might not confer a fitness benefit in areas of edge sympatry. Additionally, we documented temporal variation in predator-based selection, as the impacts of allopatry on predatory attacks varied among years. Our results imply that the effect of sympatry and allopatry on predator-based selection in mimicry systems may be more complex than previously thought for species-rich assemblies of coral snakes and their mimics in the montane tropics.</p>

opencc-zeroFeb 2022View details →
zenodo40/100

Full Datasets for the "Molecular Mimicry Map of SARS-CoV-2" Web Application

<p>A Full Dataset for the &quot;Molecular Mimicry Map of SARS-CoV-2&quot; Web Application</p> <p>This TAR archive file contains the minimally filtered list of potentially cross-reactive epitopes of SARS-CoV-2 and human proteins predicted by the CRESSP analysis pipeline (<a href="https://pypi.org/project/cressp/">https://pypi.org/project/cressp/</a>).</p> <p>Our web application, &quot;Molecular Mimicry Map of SARS-CoV-2&quot; (<a href="https://ahs2202.github.io/3M/">https://ahs2202.github.io/3M/</a>), only visualizes the high-scoring potential cross-reactive epitope pairs (40,000 epitope pairs maximum). However, for the researchers who want to access the complete list of potentially cross-reactive epitope pairs for further analysis, these full datasets can be used.</p>

opencc-by-4.0Feb 2022View details →
dryad40/100

Uncovering the effects of Müllerian mimicry on the evolution of conspicuousness in colour patterns

Variation in the conspicuousness of colour patterns is observed within and among defended prey species. The evolution of conspicuous colour pattern in defended species can be strongly impaired because of increased detectability by predators. Nevertheless, such evolution of the colour pattern can be favoured if changes in conspicuousness result in Müllerian mimicry with other defended prey. Here, we develop a model describing the population dynamics of a conspicuous defended prey species, and we assess the invasion conditions of derived phenotypes that differ from the ancestral phenotype by their conspicuousness. Such change in conspicuousness may then modify their level of mimicry with the local community of defended species. Derived colour pattern displayed in this focal population can therefore be either exactly similar, partially resembling or completely dissimilar to the local mimicry ring displaying the ancestral colour pattern. We assume that predation risk depends (1) on the number of individuals sharing a given colour pattern within the population, (2) on the occurrence of co-mimetic defended species, and (3) on the availability of alternative edible prey. Using a combination of analytical derivations and numerical simulations, we show that colour patterns that are less conspicuous than the ancestral one are generally favoured within mimicry rings, unless reduced conspicuousness impairs mimicry. By contrast, when a mutation affecting the colour pattern leads to a shift toward a better protected mimicry ring, a more conspicuous colour pattern can be favoured. The selected aposematic pattern then depends on the local communities of defended and edible prey, as well as on the detectability, memorability and level of mimicry of the colour patterns.

opencc-zeroApr 2022View details →
zenodo40/100

MOLECULAR MIMICRY BETWEEN TUMOR ASSOCIATED ANTIGENS AND MICROBIOTA-DERIVED EPITOPES.

<p><strong>Background: </strong>The gut microbiota profile is unique for each individual and are composed by different bacteria species according to individual birth-to-infant transitions. In the last years, the local and systemic effects of microbiota on cancer onset, progression and response to treatments, such as immunotherapies, have been extensively described. Here we offer a new perspective, proposing a role for the microbiota based on the molecular mimicry of tumor-associated antigens by microbiome-associated antigens.</p> <p><strong>Methods:</strong> In the present study we looked for homology between published TAAs and non-self microbiota-derived epitopes. Blast search for sequence homology was combined with extensive bioinformatics analyses.</p> <p><strong>Results:</strong> Several evidences for homology between TAAs and microbiota-derived antigens have been found. Strikingly, three cases of 100% homology between the paired sequences has been identified. The predicted average affinity to HLA molecules of microbiota-derived antigens is very high (&lt;100nM). The structural conformation of the microbiota-derived epitopes is, in general, highly similar to the corresponding TAA. In some cases, it is identical and contact areas with both HLA and TCR chains are indistinguishable. Moreover, the spatial conformation of TCR-facing residues can be identical in paired TAA and microbiota-derived epitopes, with exactly the same values of planar as well as dihedral angles.</p> <p><strong>Conclusions:</strong> The data reported in the present study show for the first time the high homology in the linear sequence as well as in structure and conformation between TAAs and peptides derived from microbiota species of the Firmicutes and the Bacteroidetes phyla, which together account for 90% of gut microbiota. Cross-reacting CD8<sup>+</sup> T cell responses are very likely induced. Therefore, the anti-microbiota T cell memory may turn out to be an anti-cancer T cell memory, able to control the growth of cancer developed during the lifetime if the expressed TAA is similar to the microbiota epitope. This may ultimately represent a relevant selective advantage for cancer patients and may lead to a novel preventive anti-cancer vaccine strategy.</p>

opencc-by-4.0Jun 2022View details →
zenodo40/100

Structural Homology of Epitope Pair Candidates for Molecular Mimicry Trigger of Type 1 Diabetes Mellitus

<p><strong><em><span>Background:</span></em></strong><span>&nbsp;</span><span>Molecular mimicry, where foreign and self-peptides contain similar epitopes, can induce autoimmune responses. Identifying potential molecular mimics and studying their properties is key to understanding the onset of&nbsp;autoimmune diseases such as type 1 diabetes mellitus (T1DM). Previous work identified pairs of infectious epitopes (E<sub>INF</sub>) and T1DM epitopes (E<sub>T1D</sub>) that demonstrated sequence homology; however, structural homology was not considered. Correlating sequence homology with structural properties is important for streamlining translational investigation of potential molecular mimics. Therefore, the purpose of this work is to compare sequence homology with structural homology by calculating the structures and electrostatic potential surfaces&nbsp;of the epitope pairs identified in previous work from our laboratory.&nbsp;</span></p> <p><strong><span>&nbsp;</span></strong><strong><em><span>Results:</span></em></strong><span>&nbsp;</span><span> For each epitope pair the&nbsp;root mean square deviation (RMSD) was calculated between their predicted structures and their electrostatic potentials were compared. Structures were predicted&nbsp;using the AlphaFold software program. </span><span>Of the 52 epitope pairs considered here only 10 do not exhibit any matching (i.e. less than 3 residues overlap). When considering all residues the RMSD ranges from 0.33 &Aring; to 11.66 &Aring; with an average of 2.68 &Aring;. Twenty-two pairs (42%) have RMSD of less than 1.5 &Aring; and 30 (58%) less than 3 &Aring;. Even some of the matching pairs show some electrostatic similarities that need to be considered. In general there is good agreement between the folding predicted for the isolated </span><span>E<sub>INF</sub></span><span> and E<sub>T1D</sub> epitopes and the folding of the corresponding amino acid sequence in the parent antigen, but in some cases there are deviation that need to be considered, even when the RMDS is small.</span></p> <p><span>&nbsp;</span><strong><em><span>Conclusions:</span></em></strong><span>&nbsp;</span><span>Despite differences, most of the E<sub>INF</sub><span>/</span>E<sub>T1D&nbsp;</sub>pairs selected by sequence homology show&nbsp;similar structural and electrostatic distributions, indicating that the E<sub>INF</sub> may bind to the same protein targets, the major histocompatibility complex molecules, for T1DM, leading to molecular mimicry onset of the disease. These findings suggest that searching for epitope pairs using sequence homology, a much less computationally demanding approach, leads to strong candidates for molecular mimicry that should be considered for further study. Still structure and full docking calculations will be necessary to advance the in-silico molecular mimicry predictions. </span>&nbsp;Here we presnt the following files:</p> <p><span><span>&middot;<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span>Fasta files of all epitopes studied.</p> <p><span><span>&middot;<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span>Alphafold calculated Structures of all epitopes.</p> <p><span><span>&middot;<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span>Antigen structures.</p> <p><span><span>&middot;<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span>Epitope pair structure comparison and their electrostatics.</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0May 2024View details →
zenodo40/100

Fig. 2c. Tillomorphites otiliae n in Two new fossil species of Tillomorphites Vitali (Coleoptera: Cerambycidae) and remarks on the morphological evolution, mimicry, biogeography and phylogeny of the tribe Tillomorphini

Fig. 2c. Tillomorphites otiliae n. sp., habitus, Fig. 2 e. Tillomorphites otiliae n. sp., reconstruction. Paratype, colour reconstruction.

opencc-by-4.0Dec 2017View details →
zenodo40/100

Fig. 11 in Five new species of the genus Polycatus Heller, 1912 (Coleoptera: Curculionidae: Polycatini) from the Mindanao Island (Philippines), and new examples of mimicry among weevil genera

Fig. 11: 1 – P. jaegeri sp. nov.; 2 – Pachyrhynchus zamboanganus Yoshitake, 2012; 3 – Metapocyrtus sp.; 4 – Calidiopsis speciosa Heller, 1913; 5 – P. mimicus sp. nov.; 6 – Pachyrhynchus tikoi Rukmane, 2016; 7 – P. bramanti sp. nov.; 8 – Pachyrhynchus subamabilis Yoshitake, 2012

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 9. P in Five new species of the genus Polycatus Heller, 1912 (Coleoptera: Curculionidae: Polycatini) from the Mindanao Island (Philippines), and new examples of mimicry among weevil genera

Fig. 9. P. waoensis sp. nov. (BRAA). 1-5 male; 6-10 female; 11-13 aedegal body; 11 – sternite IX; 15 – sternite VIII; 16-17 spermatheca

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 7. P in Five new species of the genus Polycatus Heller, 1912 (Coleoptera: Curculionidae: Polycatini) from the Mindanao Island (Philippines), and new examples of mimicry among weevil genera

Fig. 7. P. mimicus sp. nov. (DUBC). 1-5 male; 6-10 female; 11 – aedegal body in lateral view; 12 – aedegal body in dorsal view; 13 – sternite IX; 14 – aedegal body in ventral view; 15 – spermatheca; 16 – sternite VIII

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 6 in Five new species of the genus Polycatus Heller, 1912 (Coleoptera: Curculionidae: Polycatini) from the Mindanao Island (Philippines), and new examples of mimicry among weevil genera

Fig. 6. TYPE of P. eupholoides (MTD). 1-5 male; 6 – aedegal body in ventral view; 7 – aedegal body in lateral view; 8 – aedegal body in dorsal view; 9 – sternite IX; 10 – drawing of P. eupholoides from it's original description

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 1 in Five new species of the genus Polycatus Heller, 1912 (Coleoptera: Curculionidae: Polycatini) from the Mindanao Island (Philippines), and new examples of mimicry among weevil genera

Fig. 1. TYPE specimens of P. aurofasciatus (MTD). 1-5 male; 6-10 female; 11 – aedegal body in ventral view; 12- aedegal body in lateral view; 13 - aedegal body in dorsal view; 14 – sternite IX; 15 – sternite VIII; 16 – spermatheca

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 5. P in Five new species of the genus Polycatus Heller, 1912 (Coleoptera: Curculionidae: Polycatini) from the Mindanao Island (Philippines), and new examples of mimicry among weevil genera

Fig. 5. P. vivesi sp. nov. (BRAA). 1-5 male; 6-10 female; 11- aedegal body in lateral view; 12 – aedegal body in dorsal view; 13 – sternite IX; 14 – aedegal body in ventral view; 15 – spermatheca; 16 – ovipositor; 17 – ventrite VIII

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 2 in Five new species of the genus Polycatus Heller, 1912 (Coleoptera: Curculionidae: Polycatini) from the Mindanao Island (Philippines), and new examples of mimicry among weevil genera

Fig. 2. TYPE specimens of P. aurofasciatus dilatisignatus (MTD). 1-5 male; 6 – 10, 17 female; 11 – aedegal body in ventral view; 12- aedegal body in lateral view; 13 - aedegal body in dorsal view; 14 – sternite IX; 15 – sternite VIII; 16 – spermatheca

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 1 in Wasp mimicry among Palaeocene reduviid bug from Svalbard

Fig. 1. Representative assassin bugs of the subfamily Saicinae (Reduviidae), Recent (A–D) and fossil (E) specimens. A. Tagalis inornata Stål, 1860. B. Polytoxus wahlbergi Stål, 1855. C. Saica tibialis Stål, 1862. D. Uncoated ESEM on the wings of Tagalis sp. (det. Christiane Weirauch). E. Hymenopterites Heer, 1870, coll. No. Ar 46. Holotype specimen with orginal labeling from Alfred Erik Nordenskiöld (E1). Specimen photographed un− der normal light conditions (E2) and under alcohol (E3). F. Line drawing of forewing. Scale bars 1 mm.

opencc-by-4.0Dec 2013View details →
zenodo40/100

Linked collectors and determiners for: Diversity of terrestrial arthropods exhibiting mimicry from Hazaribagh Plateau region.

Natural history specimen data linked to collectors and determiners held within, "Diversity of terrestrial arthropods exhibiting mimicry from Hazaribagh Plateau region". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/a79e719e-b5b7-4e4a-b963-af3a7ca408d9">https://bionomia.net/dataset/a79e719e-b5b7-4e4a-b963-af3a7ca408d9</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/a79e719e-b5b7-4e4a-b963-af3a7ca408d9">https://gbif.org/dataset/a79e719e-b5b7-4e4a-b963-af3a7ca408d9</a>. Formatted as a Frictionless Data package.

opencc-zeroJul 2024View details →
zenodo40/100

Linked collectors and determiners for: On generic placement of Odynerus dictatorius Giordani Soika and its mimicry ring (Hymenoptera: Vespidae: Eumeninae).

Natural history specimen data linked to collectors and determiners held within, "On generic placement of Odynerus dictatorius Giordani Soika and its mimicry ring (Hymenoptera: Vespidae: Eumeninae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/779c732a-3b11-4466-b94a-3785c9b69e4a">https://bionomia.net/dataset/779c732a-3b11-4466-b94a-3785c9b69e4a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/779c732a-3b11-4466-b94a-3785c9b69e4a">https://gbif.org/dataset/779c732a-3b11-4466-b94a-3785c9b69e4a</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record