Literature DB >> 35846179

The genome sequences of the male and female green-veined white, Pieris napi (Linnaeus, 1758).

Konrad Lohse1, Alex Hayward2, Sam Ebdon1.   

Abstract

We present genome assemblies from a male and female Pieris napi (the green-veined white; Arthropoda; Insecta; Lepidoptera; Pieridae). The genome sequences of the male and female are 320 and 319 megabases in span, respectively. The majority of the assembly (99.79% of the male assembly, 99.88% of the female) is scaffolded into 24 autosomal pseudomolecules, with the Z sex chromosome assembled for the male and Z and W chromosomes assembled for the female. Gene annotation of the male assembly on Ensembl has identified 13,221 protein coding genes. Copyright:
© 2021 Lohse K et al.

Entities:  

Keywords:  Pieris napi; chromosomal; genome sequence; green-veined white

Year:  2021        PMID: 35846179      PMCID: PMC9257262          DOI: 10.12688/wellcomeopenres.17277.1

Source DB:  PubMed          Journal:  Wellcome Open Res        ISSN: 2398-502X


Species taxonomy

Eukaryota; Metazoa; Ecdysozoa; Arthropoda; Hexapoda; Insecta; Pterygota; Neoptera; Endopterygota; Lepidoptera; Glossata; Ditrysia; Papilionoidea; Pieridae; Pierinae; Pieris; Pieris napi (Linnaeus, 1758) (NCBI:txid78633).

Introduction

Pieris napi, green-veined white, is a small circumboreal butterfly that is widespread throughout the British Isles apart from Shetland and parts of the Scottish highlands. Adults can be found laying eggs on wild brassicas over several generations from spring to the beginning of autumn. P. napi has seen recent increases in abundance in the UK ( Fox ) and is listed as Least Concern in the IUCN Red List (Europe) ( van Swaay ). This species has been used to investigate evolutionary dynamics in insect immune system genes, which were shown to harbour elevated genetic diversity and signals of either balancing or positive selection ( Keehnen ). P. napi has 25 pairs of chromosomes, a genome size of 349.8 Mb ( Hill ), and is female heterogametic (WZ). We note the recent production of a high-quality genome assembly for P. napi ( Hill ), and believe the sequence described here, generated as part of the Darwin Tree of Life project, will further aid understanding of the biology and ecology of this butterfly. Both male and female assemblies were produced to enable correct identification of and discrimination between the sex chromosomes.

Genome sequence report

The genomes were sequenced from a single male P. napi, ilPieNapi4, and single female, ilPieNapi1, collected from Carrifran Wildwood, Scotland (latitude 55.400132, longitude -3.3352) ( Figure 1). Hi-C data for both assemblies were generated from a second male P. napi, ilPieNapi5, collected from the same location ( Figure 1). A total of 91-fold coverage in Pacific Biosciences single-molecule long reads and 107-fold coverage in 10X Genomics read clouds were generated for the male assembly; 60- and 52-fold coverage were generated using the Pacific Biosciences and 10X Genomics technologies for the female assembly. Primary assembly contigs were scaffolded with chromosome conformation Hi-C data. Manual assembly curation of the male assembly corrected 33 missing/misjoins and removed seven haplotypic duplications, reducing the assembly size by 0.71% and scaffold number by 25.00%, and increasing the scaffold N50 by 3.75%. Manual assembly curation of the female assembly corrected 105 missing/misjoins and removed 28 haplotypic duplications, reducing the assembly size by 1.22% and scaffold number by 27.59%, and increasing the scaffold N50 by 1.98%.
Figure 1.

Fore and hind wings of Pieris napi specimens from which the genome was sequenced.

( A) Dorsal surface view of wings from specimen SC_PN_1158 (ilPieNapi4, male) used to generate Pacific Biosciences and 10X genomics data. ( B) Ventral surface view of wings from specimen SC_PN_1158 (ilPieNapi4) used to generate Pacific Biosciences and 10X genomics data. ( C) Dorsal surface view of wings from specimen SC_PN_1159 (ilPieNapi1) used to generate Hi-C data. ( D) Ventral surface view of wings from specimen SC_PN_1159 (ilPieNapi5) used to generate HiC data. ( E) Dorsal surface view of wings from specimen SC_PN_1388 (ilPieNapi1) used to generate Pacific Biosciences and 10X genomics data. ( F) Ventral surface view of wings from specimen SC_PN_1388 (ilPieNapi1, female) used to generate Pacific Biosciences and 10X genomics data. All three samples were collected from Carrifran Wildwood, Scotland, UK.

Fore and hind wings of Pieris napi specimens from which the genome was sequenced.

( A) Dorsal surface view of wings from specimen SC_PN_1158 (ilPieNapi4, male) used to generate Pacific Biosciences and 10X genomics data. ( B) Ventral surface view of wings from specimen SC_PN_1158 (ilPieNapi4) used to generate Pacific Biosciences and 10X genomics data. ( C) Dorsal surface view of wings from specimen SC_PN_1159 (ilPieNapi1) used to generate Hi-C data. ( D) Ventral surface view of wings from specimen SC_PN_1159 (ilPieNapi5) used to generate HiC data. ( E) Dorsal surface view of wings from specimen SC_PN_1388 (ilPieNapi1) used to generate Pacific Biosciences and 10X genomics data. ( F) Ventral surface view of wings from specimen SC_PN_1388 (ilPieNapi1, female) used to generate Pacific Biosciences and 10X genomics data. All three samples were collected from Carrifran Wildwood, Scotland, UK. The final male assembly has a total length of 320 Mb in 49 sequence scaffolds with a scaffold N50 of 13 Mb; the final female assembly has a total length of 319 Mb in 43 sequence scaffolds with a scaffold N50 of 13 Mb ( Table 1). Of the male assembly sequence, 99.79% was assigned to 25 chromosomal-level scaffolds, representing 24 autosomes (numbered by synteny to the female assembly), and the Z sex chromosome; of the female assembly sequence, 99.88% was assigned to 26 chromosomal-level scaffolds, representing 24 autosomes (numbered by sequence length) and the W and Z chromosomes ( Figure 2– Figure 5; Table 2). The assemblies have a BUSCO ( Simão ) v5.1.2 completeness of 99.1% (single 98.5%, duplicated 0.5%, fragmented 0.2%, missing 0.7%; male) and 99.0% (single 98.4%, duplicated 0.6%, fragmented 0.2%, missing 0.8%; female) using the lepidoptera_odb10 reference set. While not fully phased, the assemblies deposited are of one haplotype. Contigs corresponding to the second haplotype for each assembly have also been deposited.
Table 1.

Genome data for Pieris nap i, ilPieNapi4.1 (male) and ilPieNapi1.1 (female).

Male assemblyFemale assembly
Project accession data
Assembly identifierilPieNapi4.1ilPieNapi1.1
Species Pieris napi
SpecimenilPieNapi4 (genome assembly); ilPieNapi5 (Hi-C); ilPieNapi6 (RNA-Seq)ilPieNapi1 (genome assembly); ilPieNapi5 (Hi-C); ilPieNapi9 (RNA-Seq)
NCBI taxonomy IDNCBI:txid78633
BioProjectPRJEB43012
BioSample IDSAMEA7523140SAMEA7523287
Isolate informationMale, whole organismsFemale, whole organism (genome assembly); male, whole organism (Hi-C)
Raw data accessions
PacificBiosciences SEQUEL IIERR6594499ERR6594498
10X Genomics IlluminaERR6054471-ERR6054474ERR6054475-ERR6054478
Hi-C IlluminaERR6054479
Illumina PolyA RNAseqERR6363261ERR6787421
Genome assembly
Assembly accessionGCA_905231885.1GCA_905475465.1
Accession of alternate haplotype GCA_905231895.1GCA_905475415.1
Span (Mb)320319
Number of contigs7684
Contig N50 length (Mb)118
Number of scaffolds4943
Scaffold N50 length (Mb)1313
Longest scaffold (Mb)1515
BUSCO * genome scoreC:99.1%[S:98.5%,D:0.5%],F:0.2%,M:0.7%,n:5286C:99.0%[S:98.4%,D:0.6%],F:0.2%,M:0.8%,n:5286
Gene annotation
Number of protein coding genes13,221-
Average coding sequence length (bp)1,720-
Average number of exons per transcript10-
Average exon size (bp)360-
Average intron size (bp)1,929-

*BUSCO scores based on the lepidoptera_odb10 BUSCO set using v5.1.2. C= complete [S= single copy, D=duplicated], F=fragmented, M=missing, n=number of orthologues in comparison. Full sets of BUSCO scores are available at https://blobtoolkit.genomehubs.org/view/ilPieNapi4.1/dataset/CAJNIX01/busco (male) and https://blobtoolkit.genomehubs.org/view/ilPieNapi1.1/dataset/CAJQFT01/busco (female).

Figure 2.

Genome assembly of Pieris napi, ilPieNapi4.1 (male, A) and ilPieNapi1.1 (female, B): metrics.

The BlobToolKit Snailplot shows N50 metrics and BUSCO gene completeness. The main plot is divided into 1,000 size-ordered bins around the circumference with each bin representing 0.1% of the 320,004,350 bp (male, A) and 319,202,574 bp (female, B) assemblies. The distribution of chromosome lengths is shown in dark grey with the plot radius scaled to the longest chromosome present in the assembly (15,058,180 bp (male) and 14,821,532 bp (female), shown in red). Orange and pale-orange arcs show the N50 and N90 chromosome lengths (12,982,002 and 11,574,744 bp, male; 13,068,865 and 10,703,985 bp, female), respectively. The pale grey spiral shows the cumulative chromosome count on a log scale with white scale lines showing successive orders of magnitude. The blue and pale-blue area around the outside of the plot shows the distribution of GC, AT and N percentages in the same bins as the inner plot. A summary of complete, fragmented, duplicated and missing BUSCO genes in the lepidoptera_odb10 set is shown in the top right. Interactive versions of this figure are available at https://blobtoolkit.genomehubs.org/view/ilPieNapi4.1/dataset/CAJNIX01/snail (male) and https://blobtoolkit.genomehubs.org/view/ilPieNapi1.1/dataset/CAJQFT01/snail (female).

Figure 5.

Genome assembly of Pieris napi, ilPieNapi4.1 (male, A) and ilPieNapi1.1 (female, B): Hi-C contact map.

Hi-C contact map of the ilPieNapi4.1 and ilPieNapi1.1 assemblies, visualised in HiGlass. Chromosomes are given in order of size from left to right and top to bottom.

Table 2.

Chromosomal pseudomolecules in the genome assembly of Pieris napi, ilPieNapi4.1 (male) and ilPieNapi1.1 (female).

ChromosomeMaleFemale
Size (Mb)GC%INSDC accessionSize (Mb)GC%INSDC accession
115.0633.7HG993162.114.8233.7FR997694.1
214.3433.7HG993163.114.2233.7FR997695.1
313.8433.7HG993166.113.6933.8FR997697.1
413.5133.9HG993169.113.6633.9FR997698.1
513.5033.8HG993170.113.5433.8FR997699.1
613.8233.8HG993167.113.4633.7FR997700.1
714.1734.2HG993164.113.433.7FR997701.1
813.2033.6HG993172.113.3433.6FR997702.1
913.3933.5HG993171.113.2933.5FR997703.1
1013.6933.8HG993168.113.2633.7FR997704.1
1112.9533.9HG993174.113.0733.9FR997705.1
1212.8433.8HG993176.112.9933.9FR997706.1
1312.7334HG993177.112.7333.9FR997707.1
1412.9834HG993173.112.7133.8FR997708.1
1512.5134.2HG993178.112.5534.2FR997709.1
1612.4933.6HG993179.112.5233.7FR997710.1
1712.2233.9HG993181.112.233.7FR997711.1
1812.8735.8HG993175.112.1236FR997712.1
1912.3934.3HG993180.111.7333.9FR997713.1
2011.5734.2HG993183.111.5234.1FR997714.1
2111.7533.8HG993182.111.4833.7FR997715.1
2210.9234.2HG993184.110.734FR997716.1
2310.4234.6HG993185.110.1934.4FR997717.1
247.9535.4HG993186.17.3934.9FR997718.1
W---2.6835.2FR997719.1
Z14.0734HG993165.113.9533.9FR997696.1
MT0.0219.9HG993187.10.0219.6FR997720.1
Unplaced0.8041-1.9935.4-
*BUSCO scores based on the lepidoptera_odb10 BUSCO set using v5.1.2. C= complete [S= single copy, D=duplicated], F=fragmented, M=missing, n=number of orthologues in comparison. Full sets of BUSCO scores are available at https://blobtoolkit.genomehubs.org/view/ilPieNapi4.1/dataset/CAJNIX01/busco (male) and https://blobtoolkit.genomehubs.org/view/ilPieNapi1.1/dataset/CAJQFT01/busco (female).

Genome assembly of Pieris napi, ilPieNapi4.1 (male, A) and ilPieNapi1.1 (female, B): metrics.

The BlobToolKit Snailplot shows N50 metrics and BUSCO gene completeness. The main plot is divided into 1,000 size-ordered bins around the circumference with each bin representing 0.1% of the 320,004,350 bp (male, A) and 319,202,574 bp (female, B) assemblies. The distribution of chromosome lengths is shown in dark grey with the plot radius scaled to the longest chromosome present in the assembly (15,058,180 bp (male) and 14,821,532 bp (female), shown in red). Orange and pale-orange arcs show the N50 and N90 chromosome lengths (12,982,002 and 11,574,744 bp, male; 13,068,865 and 10,703,985 bp, female), respectively. The pale grey spiral shows the cumulative chromosome count on a log scale with white scale lines showing successive orders of magnitude. The blue and pale-blue area around the outside of the plot shows the distribution of GC, AT and N percentages in the same bins as the inner plot. A summary of complete, fragmented, duplicated and missing BUSCO genes in the lepidoptera_odb10 set is shown in the top right. Interactive versions of this figure are available at https://blobtoolkit.genomehubs.org/view/ilPieNapi4.1/dataset/CAJNIX01/snail (male) and https://blobtoolkit.genomehubs.org/view/ilPieNapi1.1/dataset/CAJQFT01/snail (female).

Genome assembly of Pieris napi, ilPieNapi4.1 (male, A) and ilPieNapi1.1 (female, B): GC coverage.

BlobToolKit GC-coverage plot. Scaffolds are coloured by phylum. Circles are sized in proportion to scaffold length. Histograms show the distribution of scaffold length sum along each axis. Interactive versions of this figure are available at https://blobtoolkit.genomehubs.org/view/ilPieNapi4.1/dataset/CAJNIX01/blob (male, A) and https://blobtoolkit.genomehubs.org/view/ilPieNapi1.1/dataset/CAJQFT01/blob (female, B).

Genome assembly of Pieris napi, ilPieNapi4.1 (male, A) and ilPieNapi1.1 (female, B): cumulative sequence.

BlobToolKit cumulative sequence plot. The grey line shows cumulative length for all scaffolds. Coloured lines show cumulative lengths of scaffolds assigned to each phylum using the buscogenes taxrule. Interactive versions of this figure are available at https://blobtoolkit.genomehubs.org/view/ilPieNapi4.1/dataset/CAJNIX01/cumulative (male, A) and https://blobtoolkit.genomehubs.org/view/ilPieNapi1.1/dataset/CAJQFT01/cumulative (female, B).

Genome assembly of Pieris napi, ilPieNapi4.1 (male, A) and ilPieNapi1.1 (female, B): Hi-C contact map.

Hi-C contact map of the ilPieNapi4.1 and ilPieNapi1.1 assemblies, visualised in HiGlass. Chromosomes are given in order of size from left to right and top to bottom.

Gene annotation

The Ensembl gene annotation system ( Aken ) was used to generate annotation for the male Pieris napi assembly ilPieNapi4.1 (GCA_905231885.1, see https://rapid.ensembl.org/Pieris_napi_GCA_905231885.1; Table 1). The annotation was created primarily through alignment of transcriptomic data to the genome, with gap filling via protein to-genome alignments of a select set of proteins from UniProt ( UniProt Consortium, 2019) and OrthoDB ( Kriventseva ). Prediction tools, CPC2 ( Kang ) and RNAsamba ( Camargo ), were used to aid determination of protein coding genes.

Methods

Sample acquisition and nucleic acid extraction

Three male (ilPieNapi4, genome assembly; ilPieNapi5, Hi-C; ilPieNapi6, RNAseq) and one female (ilPieNapi1, genome assembly) P. napi specimens were collected from Carrifran Wildwood, Scotland (latitude 55.400132, longitude -3.3352) by Konrad Lohse, University of Edinburgh, who also identified the specimens. A second female P. napi specimen (ilPieNapi9, RNA-Seq) was collected by Alex Hayward, University of Exeter, who also identified the specimen. All specimens were caught with a handnet and were snap-frozen in liquid nitrogen. DNA was extracted from the whole organisms of ilPieNapi1 and ilPieNapi4 at the Wellcome Sanger Institute (WSI) Scientific Operations core from the whole organism using the Qiagen MagAttract HMW DNA kit, according to the manufacturer’s instructions. RNA (from the whole organisms of ilPieNpi6 and ilPieNapi9) was extracted in the Tree of Life Laboratory at the WSI using TRIzol, according to the manufacturer’s instructions. RNA was then eluted in 50 μl RNAse-free water and its concentration RNA assessed using a Nanodrop spectrophotometer and Qubit Fluorometer using the Qubit RNA Broad-Range (BR) Assay kit. Analysis of the integrity of the RNA was done using Agilent RNA 6000 Pico Kit and Eukaryotic Total RNA assay.

Sequencing

Pacific Biosciences HiFi circular consensus and 10X Genomics read cloud DNA sequencing libraries were constructed according to the manufacturers’ instructions. Poly(A) RNA-Seq libraries were constructed using the NEB Ultra II RNA Library Prep kit. DNA and RNA sequencing was performed by the Scientific Operations core at the WSI on Pacific Biosciences SEQUEL II (HiFi), Illumina HiSeq X (10X) and Illumina HiSeq 4000 (RNA-Seq) instruments. Hi-C data were generated from the whole organism of ilPieNapi5 using the Arima v1.0 kit and sequenced on HiSeq X.

Genome assembly

Assembly of both genomes was carried out with HiCanu ( Nurk ). Haplotypic duplication was identified and removed with purge_dups ( Guan ). One round of polishing was performed by aligning 10X Genomics read data to the assembly with longranger align, calling variants with freebayes ( Garrison & Marth, 2012). The assemblies were then scaffolded with Hi-C data ( Rao ) using SALSA2 ( Ghurye ). The assemblies were checked for contamination and corrected using the gEVAL system ( Chow ) as described previously ( Howe ). Manual curation was performed using gEVAL, HiGlass ( Kerpedjiev ) and Pretext. The mitochondrial genomes were assembled using MitoHiFi ( Uliano-Silva ). The genomes were analysed and BUSCO scores generated within the BlobToolKit environment ( Challis ). Table 3 contains a list of all software tool versions used, where appropriate.
Table 3.

Software tools used.

Software toolVersionSource
HiCanu2.1 Nurk et al., 2020
purge_dups1.2.3 Guan et al., 2020
SALSA22.2 Ghurye et al., 2019
longranger align2.2.2 https://support.10xgenomics.com/genome-exome/ software/pipelines/latest/advanced/other-pipelines
freebayes1.3.1-17-gaa2ace8 Garrison & Marth, 2012
MitoHiFi1.0 Uliano-Silva et al., 2021
gEVALN/A Chow et al., 2016
HiGlass1.11.6 Kerpedjiev et al., 2018
PretextView0.1.x https://github.com/wtsi-hpag/PretextView
BlobToolKit2.6.2 Challis et al., 2020

Ethics and compliance issues

The materials that have contributed to this genome note were supplied by a Tree of Life collaborator. The Wellcome Sanger Institute employs a process whereby due diligence is carried out proportionate to the nature of the materials themselves, and the circumstances under which they have been/are to be collected and provided for use. The purpose of this is to address and mitigate any potential legal and/or ethical implications of receipt and use of the materials as part of the research project, and to ensure that in doing so we align with best practice wherever possible. The overarching areas of consideration are: Ethical review of provenance and sourcing of the material; Legality of collection, transfer and use (national and international). Each transfer of samples is undertaken according to a Research Collaboration Agreement or Material Transfer Agreement entered into by the Tree of Life collaborator, Genome Research Limited (operating as the Wellcome Sanger Institute) and in some circumstances other Tree of Life collaborators.

Data availability

European Nucleotide Archive: Pieris napi (green-veined white). Accession number PRJEB43034; https://identifiers.org/ena.embl/PRJEB43034. The genome sequences are released openly for reuse. The P. napi genome sequencing initiative is part of the Darwin Tree of Life (DToL) project. All raw sequence data and the assembly have been deposited in INSDC databases. The female genome will be annotated using the RNA-Seq data and presented through the Ensembl pipeline at the European Bioinformatics Institute. Raw data and assembly accession identifiers are reported in Table 1. Lohse et al. report genome assemblies of two green-veined white. The high completeness and contiguity indicate that the quality of the genome assemblies are very high. However, I feel that some extra analyses would greatly improve the significance of the study. I also found that the resolution of figures needs to be improved. I am mostly questioning what contributes to the difference in the size of the assemblies. The previously published assembly is 349.8 Mb, and the assemblies generated in this study are 320 Mb for the male and 319 Mb for the female. Moreover, although a female has an extra W chromosome, its assembly size is the smallest. The difference can result from strain difference or assembly quality. I hope that the author can compare assemblies by plotting dot plot chromosome-by-chromosome. This way, we will have better ideas about which causes the difference. We can probably see some polymorphic inversions in this way. I’m also wondering why the authors chose male, instead of female, as their reference genome to annotate. Are sufficient details of methods and materials provided to allow replication by others? Yes Is the rationale for creating the dataset(s) clearly described? Yes Are the datasets clearly presented in a useable and accessible format? Yes Are the protocols appropriate and is the work technically sound? Yes Reviewer Expertise: Genomics I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard. Lohse et al. here report new chromosome-level genome assemblies of male and female  Pieris napi butterflies using PacBio, HiC and 10X Gen sequencing data. The methods are clearly documented and the assembly metrics support a high quality assembly. Notably, As part of the Darwin Tree of Life Project, data yielded from this work supplement previously published  P. napi genome (Hill et al., 2019) and will benefit future research on the biology and ecology of this butterfly. Note that the current assemblies of ~320M is a little smaller than 349.8 Mb reported by Hill et al., 2019, any possible explanation? Also, most of the figures are not in production quality with most texts barely legible. Are sufficient details of methods and materials provided to allow replication by others? Yes Is the rationale for creating the dataset(s) clearly described? Yes Are the datasets clearly presented in a useable and accessible format? Yes Are the protocols appropriate and is the work technically sound? Yes Reviewer Expertise: lepidopteran genomics, gene expression I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.
  16 in total

1.  BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs.

Authors:  Felipe A Simão; Robert M Waterhouse; Panagiotis Ioannidis; Evgenia V Kriventseva; Evgeny M Zdobnov
Journal:  Bioinformatics       Date:  2015-06-09       Impact factor: 6.937

2.  HiCanu: accurate assembly of segmental duplications, satellites, and allelic variants from high-fidelity long reads.

Authors:  Sergey Nurk; Brian P Walenz; Arang Rhie; Mitchell R Vollger; Glennis A Logsdon; Robert Grothe; Karen H Miga; Evan E Eichler; Adam M Phillippy; Sergey Koren
Journal:  Genome Res       Date:  2020-08-14       Impact factor: 9.043

3.  RNAsamba: neural network-based assessment of the protein-coding potential of RNA sequences.

Authors:  Antonio P Camargo; Vsevolod Sourkov; Gonçalo A G Pereira; Marcelo F Carazzolle
Journal:  NAR Genom Bioinform       Date:  2020-01-13

4.  CPC2: a fast and accurate coding potential calculator based on sequence intrinsic features.

Authors:  Yu-Jian Kang; De-Chang Yang; Lei Kong; Mei Hou; Yu-Qi Meng; Liping Wei; Ge Gao
Journal:  Nucleic Acids Res       Date:  2017-07-03       Impact factor: 16.971

5.  A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping.

Authors:  Suhas S P Rao; Miriam H Huntley; Neva C Durand; Elena K Stamenova; Ivan D Bochkov; James T Robinson; Adrian L Sanborn; Ido Machol; Arina D Omer; Eric S Lander; Erez Lieberman Aiden
Journal:  Cell       Date:  2014-12-11       Impact factor: 41.582

6.  OrthoDB: the hierarchical catalog of eukaryotic orthologs.

Authors:  Evgenia V Kriventseva; Nazim Rahman; Octavio Espinosa; Evgeny M Zdobnov
Journal:  Nucleic Acids Res       Date:  2007-10-18       Impact factor: 16.971

7.  UniProt: a worldwide hub of protein knowledge.

Authors: 
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

8.  Unprecedented reorganization of holocentric chromosomes provides insights into the enigma of lepidopteran chromosome evolution.

Authors:  Jason Hill; Pasi Rastas; Emily A Hornett; Ramprasad Neethiraj; Nathan Clark; Nathan Morehouse; Maria de la Paz Celorio-Mancera; Jofre Carnicer Cols; Heinrich Dircksen; Camille Meslin; Naomi Keehnen; Peter Pruisscher; Kristin Sikkink; Maria Vives; Heiko Vogel; Christer Wiklund; Alyssa Woronik; Carol L Boggs; Sören Nylin; Christopher W Wheat
Journal:  Sci Adv       Date:  2019-06-12       Impact factor: 14.136

9.  Identifying and removing haplotypic duplication in primary genome assemblies.

Authors:  Dengfeng Guan; Shane A McCarthy; Jonathan Wood; Kerstin Howe; Yadong Wang; Richard Durbin
Journal:  Bioinformatics       Date:  2020-05-01       Impact factor: 6.937

10.  HiGlass: web-based visual exploration and analysis of genome interaction maps.

Authors:  Peter Kerpedjiev; Nezar Abdennur; Fritz Lekschas; Chuck McCallum; Kasper Dinkla; Hendrik Strobelt; Jacob M Luber; Scott B Ouellette; Alaleh Azhir; Nikhil Kumar; Jeewon Hwang; Soohyun Lee; Burak H Alver; Hanspeter Pfister; Leonid A Mirny; Peter J Park; Nils Gehlenborg
Journal:  Genome Biol       Date:  2018-08-24       Impact factor: 13.583

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