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. 2024 Nov 1;57:111094. doi: 10.1016/j.dib.2024.111094

A dataset of 40 assembled and annotated transcriptomes from 34 species in Silene and related genera

Patrik Cangren a,, Yann JK Bertrand b, John M Braverman c, Gregor Duncan Gilfillan d, Matthew B Hamilton e, Bengt Oxelman a
PMCID: PMC11615531  PMID: 39633972

Abstract

A dataset of 40 assembled and annotated transcriptomes from 34 different species sampled from phylogenetically diverse parts of the flowering plant genus Silene (Caryophyllaceae) and the related genera Agrostemma, Atocion, Eudianthe, Heliosperma, Petrocoptis and Viscaria. RNA extracted from roots, stems, leaves, buds and flowers were sequenced using paired end reads on the Illumina Hiseq platform. A total of 716 million raw reads were produced and assembled into 2.67 million isogroups (“genes”). Contigs from all samples were annotated using UniProt/SwissProt and assigned with GO-terms. A total of 974274 annotations were made (per sample average 24357, stdev 7034), giving an annotation proportion of 37% (per sample average 39%, stdev 9.75%). 741087 of the annotations had taxonomic identities within Magnoliopsida (per sample average 18527, stdev 3931), resulting in assignment of 4519488 GO-terms (per sample average 112987, stdev 22536). The data set can be further utilized for biological research and phylogenetic studies, evolutionary questions, functional analyses of genes, polyploidy as well as for marker development.

Keywords: Genomics, Phylogenetics, RNA-transcripts, Nucleotide, Assembly, Functional-annotation, Sileneae


Specifications Table

Subject Biological Sciences
Specific subject area Phylogeny and Evolution
Type of data Raw sequence data, Processed sequence data, Annotation information, Filtered Annotations, Tables
Data collection Samples were grown from seeds in the botanical gardens in Gothenburg and Copenhagen or collected in the wild and preserved with RNAlater (ThermoFisher). Sequencing libraries were constructed from RNA extracted from all major parts of the plants and sequenced on the Illumina HiSeq platform. Adapter removal and quality filtering of raw reads were performed using Trimmomatic. Filtered reads were assembled with Trinity v.2.9.1 using default settings. Assembled contigs were searched against UniProt/Swiss-Prot using BLASTx v. 2.2.31+. Annotated contigs were filtered to exclude hits for accessions with taxa outside of Angiosperms. Information on assigned GO-terms for each filtered hit were downloaded from UniProt/Swiss-Prot.
Data source location Department of Biological and Environmental Sciences, University
of Gothenburg, Sweden
Data accessibility Repository name: Mendeley Data
Data identification number: 10.17632/vykf3g4z5g.2
Direct URL to data: https://data.mendeley.com/datasets/vykf3g4z5g/2
Related research article None.

1. Value of the Data

  • These data contain the largest collection of transcriptomes from the genus Silene published to date and include a phylogenetically diverse sample of species.

  • The genus Silene is widely used as a model to study a variety of both ecological and evolutionary questions such as breeding systems, population genetics, invasiveness, heavy metal tolerance, speciation, sex determination, evolution of sex chromosomes and organelle evolution.

  • Additional transcriptomes from the related genera Agrostemma, Atocion, Eudianthe, Heliosperma, Petrocoptis and Viscaria within Sileneae allow for further phylogenetic studies on the relationships and marker development within the larger taxonomic group.

  • Researchers can utilize the data to study a diverse range of biological and evolutionary questions such as phylogenetics, polyploidy, functional roles of genes and genome evolution. It can also be used for primer and marker development.

2. Background

The data set provided here were initially generated as a joint effort between researchers from different fields. There were multiple goals: i. to include species from various sections across the phylogenetic diversity in order to fill taxonomic gaps between previously sequenced transcriptomes, ii. the creation of a large-scale genomic resource to locate single-copy genes, iii. facilitate development of a marker set for sequence capture to enable further collection of data, iv. phylogenetic inference, v. studying variation in substitution rates between annual and perennial taxa and vi. the use of polyploid taxa to explore the evolution of genomes after polyploidization events. The data has previously been utilized for phylogenetic studies, creation of a Silene specific set of 48 probes for sequence capture and an initiative to create a new data-base portal for genomic resources in Silene. The sampling includes 27 species from Silene of which 24 are diploid and three are polyploid, together with seven species from the related genera Agrostemma, Atocion, Eudianthe, Heliosperma, Petrocoptis and Viscaria. The dataset contains raw sequencing reads as well as assembled and annotated contigs for all included samples.

3. Data Description

The data presented in this article are divided into 2 folders: one for assembled contigs and one for annotation information. Four additional tables are included with information on included samples, sequencing results, assembled contigs and annotations. Raw sequencing reads for all included samples are available as a BioProject at the NCBI Sequence Read Archive (SRA) under accession number PRJNA1124948 (https://www.ncbi.nlm.nih.gov/sra/PRJNA1124948).

3.1. Sampling

Table 1 shows information on included samples taxon, locality, sample ID, input material and SRA-accession for the raw sequencing reads of each sample. The table is organized according to the classification of Jafari et al. [1].

Table 1.

Included samples with species names and taxonomic affiliation according to Jafari et al. (2020), country of origin, collection information, sample ID, input material type and SRA accession ID for raw sequencing read data.

Genus, subgenus, section, species Locality Additional collection Info Sample ID Input material SRA Accession
Agrostemma L.
Agrostemma githago L. Hisingen, Sweden P451_124 RNAlater SAMN41876039
Atocion Adans.
Atocion armeria (L.) Raf. Vila Cha, Portugal Cultivated in the Gothenburg Botanical Garden, from seeds collected in the field. P451_102 Frozen SAMN41876039
Atocion rupestre (L.) Oxelman Bohuslän, Hallinden, Sweden P451_121 Fresh SAMN41876041
Eudianthe (Rchb.) Rchb.
Eudianthe laeta Rchb. ex Willk. Denmark Cultivated in the Copenhagen Botanical Garden P451_128 Frozen SAMN41876042
Heliosperma (Rchb.) Rchb.
Heliosperma macranthum Pančić Komovi, Montenegro Cultivated in the Gothenburg Botanical Garden, from seeds collected in the field. P451_115 Fresh SAMN41876043
Petrocoptis A. Braun ex Endl.
Petrocoptis crassifolia Rouy Burrow - Central Pyrenees, Spain Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_126 Frozen SAMN41876044
Viscaria Bernh.
Viscaria vulgaris Bernh. Bohuslän, Sotenäs, Sweden P1844_106 Fresh SAMN41876045
Silene L.
Incertae sedis
S. sect. Atocion Otth.
Silene assyriaca Hausskn. & Bornm. ex Lazkov Akarsu Village, Turkey Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_103 Fresh SAMN41876046
Silene atocioides Boiss. Antalya-Altinyaka, Turkey Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_104 Fresh SAMN41876047
Silene fraudatrix Meikle Lefkosa, Alevkayasi, Halevga, Cyprus Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_113 Fresh SAMN41876048
Subgenus Lychnis
S. sect Coccyganthe
Silene flos-cuculi L. Bohuslän, Sotenäs, Sweden P451_112 Fresh SAMN41876049
SubgenusBehenantha(Otth) Torr. & A. Gray
S. sect. Behenantha Otth.
Silene behen L. Mersin, Turkey Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_127 Frozen SAMN41876050
S. sect. Conoimorpha Otth. in Candolle
Silene conoidea L. Vazrab river, Lalon, Tehran, Iran Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P1844_105 Fresh SAMN41876051
Silene conoidea L. Vazrab river, Lalon, Tehran, Iran Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_107F Fresh SAMN41876052
S. sect. Cryptoneurae Aydin & Oxelman
Silene ertekinii Aydin & Oxelman Antalya to Altinyaka, Turkey Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_109 Fresh SAMN41876053
Silene ertekinii Aydin & Oxelman Antalya to Altinyaka, Turkey Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_110 Fresh SAMN41876054
S. sect. Dichotomae (Rohrb.) Chowdhuri
Silene dichotoma Ehrh. Sutlegen, Turkey Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_135 Frozen SAMN41876055
S. sect. Elisanthe (Fenzl ex Endl.) Ledeb.
Silene noctiflora L. Bohuslän, Hovenäset, Stavsäng, Sweden P451_117 Fresh SAMN41876056
S. sect. Sedoides Oxelman & Greuter
Silene sedoides Poir. Plimiri, Rodos, Greece. Cultivated in the Gothenburg Botanical Garden from seeds collected in the field P451_122 Fresh SAMN41876057
S. sect. Odontopetalae Chowdhuri
Silene odontopetala Fenzl Tuchal mountain, Tehran, Iran Cultivated from seeds collected in the field P451_119 Fresh SAMN41876058
S. sect. Physolychnis (Benth.) Bocquet in Candollea
Silene ajanensis (Regel & Tiling) Vorosch Batarejanaja, Russia BOX5120 RNAlater SAMN41876059
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven Greenland BOX4906 Frozen SAMN41876060
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven Spitsbergen. Adventdalen, Endalen, Norway BOX4907 Frozen SAMN41876061
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. tenella (Tolmatchew) Bocquet Abisko, Sweden BOX4908 Frozen SAMN41876062
Silene involucrata (Cham. & Schltdl.) Bocquet “Ary-Mas” nature reserve, Severo-Sibirskaya Nizmennost, Russia Cultivated from seeds BOX4909 RNAlater SAMN41876063
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. involucrata “Ary-Mas” nature reserve, Severo-Sibirskaya Nizmennost, Russia Cultivated from seeds BOX5115 RNAlater SAMN41876064
Silene linneana Voroschilov Kil'demtsy village,Sakha republic, Yakutsk, Russia BOX4911 Frozen SAMN41876065
Silene sachalinensis F. Schmidt ? Cultivated from seeds labelled S. araratica from Zdeneks garden BOX5117 RNAlater SAMN41876066
Silene soczaviana Schischk. Mulgrave hills, Canada BOX4885 Frozen SAMN41876067
SubgenusSilene
S. sect. Arenosae Eggens, F.Jafari & Oxelman
Silene exsudans Boiss. & Heldr. Kizilot, Antalya Turkey Cultivated in Gothenburg Botanical Garden from seeds collected in the field P451_129 Frozen SAMN41876068
S. sect. Auriculatae (Boiss.) Schischk. in Komarov
Silene commelinifolia Boiss. Tuchal Mountain, Tehran, Iran Cultivated from seeds collected in the field P451_106 Fresh SAMN41876069
Silene eriocalycina Boiss. Lahderaz, Sabz kouh, Morchegen, Gandoman, Iran Cultivated in Gothenburg Botanical Garden from seeds collected in the field P451_108F Fresh SAMN41876070
S. sect. Muscipula (Tzvelev) Oxelman, F.Jafari & Gholipour
Silene muscipula L. Denmark Cultivated in Copenhagen Botanical Garden P451_136 Frozen SAMN41876071
S. sect. Sclerocalycinae (Chowdhuri) F.Jafari, Oxelman & Rabeler
Silene laxa Boiss. & Kotschy Firouzkouh, Tehran, Iran Cultivated in Gothenburg Botanical Garden from seed collected in the field P451_114 Fresh SAMN41876072
Silene vittata Stapf Pass between Isamlar and Ikizçe, Turkey Cultivated in Gothenburg Botanical Garden from seeds collected in the field P451_123 Fresh SAMN41876073
S. sect. Silene
Silene ciliata Pourr. Bengt Oxelman 2631 (GB), Origin unknown. Cultivated in Uppsala Botanical Garden from seeds obtained from Paris. P451_101 Fresh SAMN41876074
Silene colorata Poir. Gaziantep, Turkey Cultivated in Gothenburg Botanical Garden from seed collected in the field P451_105 Unknown SAMN41876075
S. sect. Siphonomorpha Otth.
Silene acaulis (L.) L. Mt Torkilstöten, Sweden Cultivated at Gothenburg Botanical Garden from seeds collected in the field P451_125 Frozen SAMN41876076
Silene nutans L. Bohuslän, Hovenäset, Stavsäng, Sweden P451_118 Fresh SAMN41876077
S. sect. Rigidulae (Boiss.) Schischk. in Komarov
Silene echinospermoides Hub.-Mor. North of Marmaris, Turkey Cultivated at Gothenburg Botanical Garden from seeds collected in the field P451_111 Frozen SAMN41876078

3.2. Sequencing

The dataset contained an average of 17.47 million (stdev 6.46 million) raw read pairs per sample. After adapter removal and quality filtering an average of 15.5 million (stdev 5.63 million) read pairs remained per sample. In total the dataset contains 716 million raw read pairs (1.68E+15 bases) with 638 million read pairs (1.45E+11 bases) left after filtering and trimming. In addition to the paired reads a total of 62.2 million single reads passed the quality filtering, of which 51.2 million were forward and 11.0 million reverse. The average read length after trimming was 92.66 bp (stdev 3.19). Full information per sample is presented in Table 2.

Table 2.

Quality filtering. Number of input read pairs, output read pairs, output single reads forward / reverse and completely dropped read pairs.

Species name Sample ID Input read pairs Output read pairs Output single reads forward Output single reads reverse Dropped read pairs
Agrostemma githago L. P451_124 24112942 22725633 971990 228283 187036
Atocion armeria (L.) Raf. P451_102 11315337 10326278 720105 95624 173330
Atocion rupestre (L.) Oxelman P451_121 22294313 20787517 1123477 197484 185835
Eudianthe laeta Rchb. ex Willk. P451_128 19625259 18518825 763093 184848 158493
Heliosperma macranthum Pančić P451_115 14340190 12906795 1128388 133252 171755
Petrocoptis crassifolia Rouy P451_126 21398313 20034609 982066 194556 187082
Silene acaulis (L.) L. P451_125 18945308 17665870 943253 169017 167168
Silene ajanensis (Regel & Tiling) Vorosch BOX5120 16377073 14191350 1143281 304424 738018
Silene assyriaca Hausskn. & Bornm. ex Lazkov P451_103 9127467 8017710 888069 95346 126342
Silene atocioides Boiss. P451_104 11545292 10134467 1089149 118532 203144
Silene behen L. P451_127 20388695 19140048 912968 159650 176029
Silene ciliata Pourr. P451_101 10192980 9072528 905500 92001 122951
Silene colorata Poir. P451_105 11551324 10181680 1082283 118589 168772
Silene commelinifolia Boiss. P451_106 11462296 10323693 898319 109373 130911
Silene conoidea L. P1844_105 39775814 32271499 5846279 750065 907971
Silene conoidea L. P451_107F 15780766 13930324 1421028 162271 267143
Silene dichotoma Ehrh. P451_135 17638547 16439052 891646 153865 153984
Silene echinospermoides Hub.-Mor. P451_111 10876570 9831870 829705 83976 131019
Silene eriocalycina Boiss. P451_108F 13027577 11633227 1102455 113064 178831
Silene ertekinii Aydin & Oxelman P451_109 13564252 12070759 1170484 141247 181762
Silene ertekinii Aydin & Oxelman P451_110 12400320 11192693 968714 107496 131417
Silene exsudans Boiss. & Heldr. P451_129 17433016 16240847 835407 192966 163796
Silene flos-cuculi L. P451_112 14825777 13247534 1190136 173151 214956
Silene fraudatrix Meikle P451_113 14586134 12674162 1522763 179032 210177
Silene involucrata (Cham. & Schltdl.) Bocquet BOX4909 15772276 13868507 730994 789550 383225
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven BOX4906 17691017 15626558 1296233 326189 442037
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. involucrata BOX5115 16174005 13912120 1115081 284340 862464
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven BOX4907 15515562 13447355 840011 798114 430082
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. tenella (Tolmatchew) Bocquet BOX4908 16387696 13870928 1174916 280392 1061460
Silene laxa Boiss. & Kotschy P451_114 11985993 10666366 986347 156048 177232
Silene linneana Voroschilov BOX4911 14998150 13181484 689295 776694 350677
Silene muscipula L. P451_136 32821341 30821716 1396750 356917 245958
Silene noctiflora L. P451_117 15592092 14084073 1201144 133331 173544
Silene nutans L. P451_118 13748725 12302911 1149086 126603 170125
Silene odontopetala Fenzl P451_119 25678045 23663427 1481241 285179 248198
Silene sachalinensis F. Schmidt BOX5117 17844665 12638566 1273424 280157 3652518
Silene sedoides Poir. P451_122 19797649 18430258 998932 179618 188841
Silene soczaviana Schischk. BOX4885 14069842 12067058 662427 712226 628131
Silene vittata Stapf P451_123 18034049 16740902 950112 162301 180734
Viscaria vulgaris Bernh. P1844_106 34880003 28208434 4869669 915263 886637

Table 2 shows information on sequencing results before and after trimming and quality filtering.

3.3. Assembled sequence data

Assembled sequence data is organized into separate subfolders for each sample. Within each sample folder two fasta files are provided. The original trinity output fasta which contains all isoforms assembled by Trinity and one with the suffix “_LongestIsoform” which includes only the longest contig from each isogroup. The accession lines of all fasta files consists of the sample id followed by the unedited trinity accession, separated by an underscore.

3.4. Assembly

RNA-seq assembly using trinity assembled an average of 81.9 million bases per sample. The number of isogroups varied between 1852 and 112989 with an average of 66512 (stdev 24479) and the number of isoforms per sample varied between 2950 and 185263 with an average of 95697(stdev 40233). In total 17.1% of the isogroups contained more than one isoform and for individual samples the percentage varied between 6.6% and 25.4% with an average of 16.3.%. The average contig length for individual samples varied between 447 and 1093 bases, with a total average length for the entire dataset of 812 bases. The maximum transcript length varied between 6123 and 66970 bases with an average max length of 25407(stdev 12026). In total the full dataset assembled 3.28 E+9 bases and yielded a total of 2.67 million isogroups (“genes”) and 3.83 million isoforms (transcripts) with a minimum length of 100bp. Full information on assembly statistics is presented in Table 3.

Table 3.

Assembly statistics. Number of transcripts (Trinity “Genes” and transcripts), N50, Median and average contig lengths, total assembled bases.

Species name Sample ID Isogroups Isoforms N50 Median Contig Length Average Contig Length Total Assembled Bases
Agrostemma githago L. P451_124 112989 185263 1498 472 868 160719834
Atocion armeria (L.) Raf. P451_102 58474 79449 1595 515 930 73877413
Atocion rupestre (L.) Oxelman P451_121 82529 117865 1685 504 952 112235427
Eudianthe laeta Rchb. ex Willk. P451_128 67976 91847 1490 460 860 79022445
Heliosperma macranthum Pančić P451_115 65136 80821 1124 413 723 58432249
Petrocoptis crassifolia Rouy P451_126 88757 122006 1666 492 939 114528358
Silene acaulis (L.) L. P451_125 91333 128327 1517 470 876 112471120
Silene ajanensis (Regel & Tiling) Vorosch BOX5120 87421 130694 1442 476 852 111361553
Silene assyriaca Hausskn. & Bornm. ex Lazkov P451_103 41395 49193 782 387 601 29581683
Silene atocioides Boiss. P451_104 36083 45276 715 387 568 25709072
Silene behen L. P451_127 70524 90851 1487 465 866 78665191
Silene ciliata Pourr. P451_101 70986 99263 1035 395 682 67703909
Silene colorata Poir. P451_105 31586 36834 755 384 581 21410352
Silene commelinifolia Boiss. P451_106 57043 77099 1214 436 764 58901346
Silene conoidea L. P1844_105 88259 120272 1436 435 804 96709979
Silene conoidea L. P451_107F 26144 29417 779 376 591 17372331
Silene dichotoma Ehrh. P451_135 89354 130097 1688 504 952 123882704
Silene echinospermoides Hub.-Mor. P451_111 54081 71322 1473 478 864 61611743
Silene eriocalycina Boiss. P451_108F 77185 109611 1330 453 807 88457241
Silene ertekinii Aydin & Oxelman P451_109 22451 26257 776 386 594 15596750
Silene ertekinii Aydin & Oxelman P451_110 58149 78853 1477 477 873 68819362
Silene exsudans Boiss. & Heldr. P451_129 67199 90683 1434 449 839 76097664
Silene flos-cuculi L. P451_112 32538 37338 997 425 683 25487348
Silene fraudatrix Meikle P451_113 18657 21779 720 396 573 12480521
Silene involucrata (Cham. & Schltdl.) Bocquet BOX4909 77296 131405 1547 572 946 124244316
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven BOX4906 92092 151223 1466 522 884 133636038
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. Involucrate BOX5115 72828 104128 1537 532 914 95209265
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven BOX4907 91084 135930 1291 480 801 108892924
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. tenella (Tolmatchew) Bocquet BOX4908 80289 133903 1546 556 935 125231716
Silene laxa Boiss. & Kotschy P451_114 1852 2950 470 319 447 1319380
Silene linneana Voroschilov BOX4911 59027 90641 1707 623 1026 92973979
Silene muscipula L. P451_136 90084 131884 1640 494 931 122787311
Silene noctiflora L. P451_117 76525 107732 1471 477 867 93391757
Silene nutans L. P451_118 64147 88850 1365 435 802 71251413
Silene odontopetala Fenzl P451_119 102476 138975 1314 406 761 105790925
Silene sachalinensis F. Schmidt BOX5117 74045 121013 1421 535 880 106471762
Silene sedoides Poir. P451_122 78619 123180 1873 623 1093 134679534
Silene soczaviana Schischk. BOX4885 72234 117803 1440 529 880 103674865
Silene vittata Stapf P451_123 65215 88901 1282 463 803 71379877
Viscaria vulgaris Bernh. P1844_106 73776 108957 1425 542 872 94985456

Table 3 shows detailed assembly results with number of isogroups/isoforms, N50, median and average contig length and total assembled bases.

3.5. Annotation data

Annotation information is organized into separate subfolders for each sample. For each sample three files are provided: the raw BLASTx output in .xml format and two tab separated text files, one with all first hits accessions and one which includes only the contigs with hits against accessions within Angiosperms. The files are designed to support easy format conversion or loading into sql databases.

The tab separated text data files contain information in the following order and format: Contig ID (Sample ID followed by Contig Name), Sample ID, Contig Name, Contig Length, Contig Sequence, BLAST Hit Accession, BLAST Hit Definition, BLAST Hit Length, BLAST Hit Sequence, BLAST Hit GO-Terms, BLAST Hit Organism, BLAST Hit Taxon X-Ref, BLAST Hit Organism Classification. The files contain headers describing the columns.

3.6. Annotation

BLASTx search against UnitProt/Swiss-Prot resulted in a total of 974274 hits where 741087 had a taxonomic classification within Magnoliopsida with 719700 of these being annotated with GO-terms. Annotations were distributed across a total of 65026 unique accessions of which 21738 belonged to organisms with taxonomic classification within Magnoliopsida. On average 39% of contigs were annotated for each sample, with 78% of the annotations having a taxonomic identity within Magnoliopsida resulting in assignment of GO-terms to 76% of the annotated contigs. The most common taxon hit during BLAST searching with these contigs was Arabidopsis thaliana with 579826 hits, followed by Oryza sativa supsp. japonica at 35744 hits and Homo sapiens 20363 hits.

Table 4 shows detailed annotation results for each sample with number of contigs with BLAST hits in UniProt/Swiss-Prot, number of hits with taxonomic identity within Magnoliopsida and number of contigs with GO-terms assigned.

Table 4.

Annotation results: Total contigs, Contigs w. Blast hits, Contigs with hits within Magnoliopsida, Contigs annotated with GO-Terms.

Species name Sample ID Contigs Total hits % hits Hits within Magnoliopsida % of hits within Magnoliopsida Hits within Magnoliopsida annotated w. GO-terms. % of hits annotated with GO-terms
Agrostemma githago L. P451_124 112989 32988 29,2 20866 63,3 20287 61,5
Atocion armeria (L.) Raf. P451_102 58474 19867 34,0 17620 88,7 17095 86,0
Atocion rupestre (L.) Oxelman P451_121 82529 22919 27,8 19323 84,3 18769 81,9
Eudianthe laeta Rchb. ex Willk. P451_128 67976 23028 33,9 17712 76,9 17235 74,8
Heliosperma macranthum Pančić P451_115 65136 21571 33,1 18761 87,0 18219 84,5
Petrocoptis crassifolia Rouy P451_126 88757 28312 31,9 18450 65,2 17956 63,4
Silene acaulis (L.) L. P451_125 91333 28269 31,0 20578 72,8 19894 70,4
Silene ajanensis (Regel & Tiling) Vorosch BOX5120 87421 34298 39,2 19899 58,0 19306 56,3
Silene assyriaca Hausskn. & Bornm. ex Lazkov P451_103 41395 22079 53,3 19076 86,4 18636 84,4
Silene atocioides Boiss. P451_104 36083 18787 52,1 15639 83,2 15307 81,5
Silene behen L. P451_127 70524 26537 37,6 18152 68,4 17632 66,4
Silene ciliata Pourr. P451_101 70986 26838 37,8 20113 74,9 19500 72,7
Silene colorata Poir. P451_105 31586 17927 56,8 15247 85,1 14999 83,7
Silene commelinifolia Boiss. P451_106 57043 22018 38,6 19018 86,4 18427 83,7
Silene conoidea L. P1844_105 88259 38833 44,0 21197 54,6 20668 53,2
Silene conoidea L. P451_107F 26144 16057 61,4 12994 80,9 12770 79,5
Silene dichotoma Ehrh. P451_135 89354 28533 31,9 19900 69,7 19180 67,2
Silene echinospermoides Hub.-Mor. P451_111 54081 21180 39,2 18128 85,6 17561 82,9
Silene eriocalycina Boiss. P451_108F 77185 24085 31,2 20069 83,3 19388 80,5
Silene ertekinii Aydin & Oxelman P451_109 22451 13538 60,3 12208 90,2 11956 88,3
Silene ertekinii Aydin & Oxelman P451_110 58149 21005 36,1 18573 88,4 18005 85,7
Silene exsudans Boiss. & Heldr. P451_129 67199 21650 32,2 17875 82,6 17437 80,5
Silene flos-cuculi L. P451_112 32538 18865 58,0 16826 89,2 16487 87,4
Silene fraudatrix Meikle P451_113 18657 12072 64,7 10925 90,5 10733 88,9
Silene involucrata (Cham. & Schltdl.) Bocquet BOX4909 77296 25367 32,8 22540 88,9 21817 86,0
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven BOX4906 92092 31445 34,1 23750 75,5 23014 73,2
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. involucrata BOX5115 72828 29968 41,1 19534 65,2 18896 63,1
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. furcata (Raf.) V.V.Petrovsky & Elven BOX4907 91084 39572 43,4 22355 56,5 21668 54,8
Silene involucrata (Cham. & Schltdl.) Bocquet subsp. tenella (Tolmatchew) Bocquet BOX4908 80289 27325 34,0 22869 83,7 22129 81,0
Silene laxa Boiss. & Kotschy P451_114 1852 616 33,3 532 86,4 519 84,3
Silene linneana Voroschilov BOX4911 59027 23255 39,4 20592 88,5 19920 85,7
Silene muscipula L. P451_136 90084 26197 29,1 19196 73,3 18655 71,2
Silene noctiflora L. P451_117 76525 22838 29,8 19390 84,9 18869 82,6
Silene nutans L. P451_118 64147 26269 41,0 18865 71,8 18278 69,6
Silene odontopetala Fenzl P451_119 102476 33481 32,7 20585 61,5 19914 59,5
Silene sachalinensis F. Schmidt BOX5117 74045 26713 36,1 22083 82,7 21425 80,2
Silene sedoides Poir. P451_122 78619 22727 28,9 18647 82,0 18144 79,8
Silene soczaviana Schischk. BOX4885 72234 27429 38,0 21580 78,7 20861 76,1
Silene vittata Stapf P451_123 65215 21172 32,5 18562 87,7 17943 84,7
Viscaria vulgaris Bernh. P1844_106 73776 28644 38,8 20858 72,8 20201 70,5

4. Experimental Design, Materials and Methods

4.1. Sampling

The dataset contains 40 specimens from 34 taxonomic species, distributed across 17 sections of Silene and six closely related genera. Of the included species, 30 are diploid while three from section Physolychnis are polyploid. The set also include a putatively polyploid sample of Agrostemma githago, a species with several tetraploid (2n=48) chromosome counts. Effort was made to include species of various sections across the phylogenetic diversity of Silene (see [1]) in order to fill taxonomic gaps between previously sequenced transcriptomes. Samples used for RNA extraction were either grown from seeds in the botanical gardens in Gothenburg and Copenhagen or collected in the wild and preserved with RNAlater (Thermo Fisher Scientific, Inc., Wilmington, DE, USA). To maximize the number and coverage of sequenced transcripts we strived to include tissue from all stages of the plants life cycle i.e. roots, stem, leaves, developing buds, flowers, fruits. A complete list of included samples and their treatment before RNA extraction can be found in Table 1.

4.2. Laboratory procedures

“Oslo” dataset (Samples: BoxXXXX): Whole specimen plants were ground to a fine powder using mortar and pestle chilled on N2(l). RNA was extracted from 100 mg powder using the SpectrumTM Plant Total RNA Kit (Sigma Aldrich, St. Louis, MO) according to manufacturer's instructions utilising “protocol A”, simultaneously employing on-column DNase I digestion. Mortars and pestles used for grinding frozen material were decontaminated between samples using 10% Sodium Hypochlorite. One microgram of total RNA was used as input for sequencing library construction using TruSeqTM reagents (Illumina, San Diego, CA) according to manufacturer's instructions. Samples were indexed with 12 multiplex adapters and sequenced with v3 clustering and SBS reagents, employing 100 bp paired end reads on 2 lanes of an Illumina HiSeq 2000 at the Norwegian Sequencing Center in Oslo, Norway (http://www.sequencing.uio.no).

“Stockholm” dataset (Samples: P451_XXX / P1844_XXX): Plant tissue was ground in liquid nitrogen and stored at -80°C before RNA extraction. RNA was extracted from all samples following steps 2-7 from the protocol of Wang et. al. [2] and continued from step 2 in the RNAeasy plant kit (Qiagen, Inc., Valencia, CA, USA) manual. Quality and concentration of the extracted RNA was measured using NanoDrop (Thermo Fisher Scientific, Inc., Wilmington, DE, USA). RNA-seq library preparation and sequencing of the samples were performed at SciLifeLabs Facility in Stockholm, Sweden (https://www.scilifelab.se/). 2 × 100bp paired end read libraries were prepared using TruSeq Stranded Total RNA LT Sample Prep Kit - Set A (with Ribo-Zero Plant). (Serial number RS-122-2401.) using a custom protocol on an Agilent Bravo pipetting robot (Agilent, Santa Clara, USA). Silene conoidea and Viscaria vulgaris were sequenced using 2 × 125bp paired end reads on the Illumina HiSeq2500 at the SciLifeLabs Facility in Stockholm.

4.3. Data processing

Adapter removal and quality filtering of raw reads were performed using Trimmomatic [3] with settings “ILLUMINACLIP:TruSeq3-PE-2.fa:2:30:10 LEADING:3 TRAILING:3 SLIDINGWINDOW:4:20 MINLEN:36”, i.e. trimming trailing and leading bases with a quality score below 3, trimming reads when the average quality score drops below 20 in a 4 bp sliding window and keeping reads with a minimum length of 36. Quality control after trimming and filtering was performed using FastQC v.0.11.7 (http://www.bioinformatics.babraham.ac.uk/projects/fastqc). Filtered reads were assembled with Trinity v.2.9.1 [4] using default settings. Trinity works in a three-stage process by first performing a de-novo assembly of reads into contigs then proceeds with clustering the contigs and creating de Bruijn graphs for the complete sequences before adding the complete set of reads to the graphs. Finally, all paths within the graphs are traced to produce full length sequences for all transcripts, alternative splicing's and possible sequence variants. The sequences are then grouped into isogroups(Trinity “genes”), with alternative variants denoted as isoforms within each isogroup. Basic statistics on the number of isogroups, total number of isoforms, contig lengths and N50 values were acquired using the script TrinityStats.pl from the trinity package and parsed using a custom script. For each isogroup the longest isoform was extracted from the assembled contigs using the included scripts “get_longest_isoform_seq_per_trinity_gene.pl”.

4.4. Annotation

The assembled longest isoform contigs were searched against the Uniprot/Swiss-Prot database [5] using BLASTx v.2.2.31+ [6], using a e-value cutoff of E-4 and saving the top 5 hits for each query. For each top hit we downloaded information on connected GO-terms from the curated UniProt/SwissProt database. To exclude potential contaminants only hits with taxonomic identities within Magnoliopsida were included in the final set. Information on assigned GO-terms for each accession were downloaded from the UniProt/Swiss-Prot database.

Limitations

None.

Ethics Statement

The authors have read and follow the ethical requirements for publication in Data in Brief and confirm that the current work does not involve human subjects, animal experiments or any data collected from social media platforms.

CRediT Author Statement

Patrik Cangren: Methodology, Data curation, Validation, Writing- Original Draft. Yann Bertrand: Methodology, Investigation, Conceptualization, John Braverman: Conceptualisation, Funding acquisition, Gregor Duncan Gilfillan: Investigation, Matthew B. Hamilton: Conceptualisation, Funding acquisition, Bengt Oxelman: Conceptualization, Supervision, Writing- Reviewing and Editing.

Acknowledgements

This research was funded by grants from the Swedish Research Council (grant 2012-03719).

Extraction of RNA, library creation and sequencing performed at the Norwegian Sequencing Center in Oslo, Norway (http://www.sequencing.uio.no) and at SciLifeLabs Facility in Stockholm, Sweden (https://www.scilifelab.se/).

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Data Availability

References

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Data Availability Statement


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