A precise chloroplast genome of Nelumbo nucifera (Nelumbonaceae) evaluated with Sanger, Illumina MiSeq, and PacBio RS II sequencing platforms: insight into the plastid evolution of basal eudicots
© Wu et al.; licensee BioMed Central Ltd. 2014
Received: 11 March 2014
Accepted: 15 October 2014
Published: 19 November 2014
The chloroplast genome is important for plant development and plant evolution. Nelumbo nucifera is one member of relict plants surviving from the late Cretaceous. Recently, a new sequencing platform PacBio RS II, known as `SMRT (Single Molecule, Real-Time) sequencing’, has been developed. Using the SMRT sequencing to investigate the chloroplast genome of N. nucifera will help to elucidate the plastid evolution of basal eudicots.
The sizes of the de novo assembled complete chloroplast genome of N. nucifera were 163,307 bp, 163,747 bp and 163,600 bp with average depths of coverage of 7×, 712× and 105× sequenced by Sanger, Illumina MiSeq and PacBio RS II, respectively. The precise chloroplast genome of N. nucifera was obtained from PacBio RS II data proofread by Illumina MiSeq reads, with a quadripartite structure containing a large single copy region (91,846 bp) and a small single copy region (19,626 bp) separated by two inverted repeat regions (26,064 bp). The genome contains 113 different genes, including four distinct rRNAs, 30 distinct tRNAs and 79 distinct peptide-coding genes. A phylogenetic analysis of 133 taxa from 56 orders indicated that Nelumbo with an age of 177 million years is a sister clade to Platanus, which belongs to the basal eudicots. Basal eudicots began to emerge during the early Jurassic with estimated divergence times at 197 million years using MCMCTree. IR expansions/contractions within the basal eudicots seem to have occurred independently.
Because of long reads and lack of bias in coverage of AT-rich regions, PacBio RS II showed a great promise for highly accurate `finished’ genomes, especially for a de novo assembly of genomes. N. nucifera is one member of basal eudicots, however, evolutionary analyses of IR structural variations of N. nucifera and other basal eudicots suggested that IR expansions/contractions occurred independently in these basal eudicots or were caused by independent insertions and deletions. The precise chloroplast genome of N. nucifera will present new information for structural variation of chloroplast genomes and provide new insight into the evolution of basal eudicots at the primary sequence and structural level.
The chloroplast genome (cp genome) encodes a set of proteins for photosynthesis and other house-keeping functions that are essential to plant development . Cp genomes are often used for research on plant evolution. Furthermore, cp genomes are predominantly uniparentally inherited , have highly conserved gene content and quadripartite organisation, and consist of a large single copy (LSC), a small single copy (SSC) and two inverted copies (IRs). Therefore, cp genome is widely used to trace species history -. In the past several years, there has been a dramatic increase in the numbers of complete chloroplast genomes from higher plants -. To date, there have been 437 complete chloroplast genomes of plants deposited in the NCBI database, along with the emergence of next-generation sequencers. These database resources provide information to better understand cp genome evolution in land plants. The `living fossil’ Nelumbo Adans is a small genus of angiosperms with long evolutionary history. They are perennial aquatic plants that flourished during the middle Albian ,. Now, there are only two surviving species, Nelumbo nucifera Gaertn. and Nelumbo lutea Willd, respectively. The former is mainly distributed in Asia and northern Australia, and the latter is mainly found in North and South America . Nelumbo are economically important aquatic crops with ornamental, edible and medicinal properties. In 1795, Linnaeus placed the Nelumbo in Nymphaea Nelumbo Linn. In the intervening 200 years, Nelumbo has been considered a member of Nymphaeales (water lilies) and was then established as a single family belonging to the Nymphaeales .
During the past two decades, DNA sequences have been used to reevaluate the systematic position of Nelumbo. The traditional view has been challenged by non-molecular studies , and rbcL sequence data . To date, five different coding genes and several non-coding sequences have been used to reconstruct the relationships of Nelumbo -. Besides the nuclear genome , the complete cp genome of N. nucifera should be performed to elucidate the genomic evolution of N. nucifera. An accurate cp genome map is essential to study the phylogenesis, evolution and resource conservation of N. nucifera.
Obtaining an accurate cp genome is a prerequisite to understand its biological function and evolution for higher plants. At the beginning, most of the plant cp genomes were de novo assembled from the traditional Sanger sequencing -. This method is slow, expensive, laborious and low-throughput. More recently, next-generation sequencers such as Illumina, known for being high-throughput and cost-effective, have been used to assemble genomes based on a related reference genome. Because of its short read lengths, it cannot resolve a genome assembly with long repeats or low-GC regions, leading to gaps . Single Molecule, Real-Time sequencing technology (SMRT) is the third-generation sequencing technology developed by Pacific Biosciences (PacBio). The process is as follows: first, DNA-imbedded DNA polymerases are attached to the bottom of 50 nm-wide wells, termed zero-mode waveguides (ZMWs), second, polymerases synthesise DNA using γ-phosphate fluorescently labelled nucleotides in the ZMWs, third, the width of the ZMWs cannot allow light to propagate through the waveguide, but energy can penetrate a short distance and excite the fluorophores incorporated into the growing DNA molecules in the vicinity of the polymerase at the bottom of the well. Compared to Sanger and Illumina platforms, PacBio can generate average read lengths of approximately 3,000 bp, with some reads reaching up to 30 kb with the current PacBio RS II platform. There have been some concerns about accuracy rates and insertion/deletion (indel) events caused by incorporation events or intervals-undetected events, but these can be improved by increased throughput in multiple SMRT cells ,. The optimisation of the assembly method , and elevation of the accuracy rates make this platform have a great promise for genome sequence finishing. Currently, the PacBio platform is widely applied to de novo sequencing for various organisms, including human ,, microorganisms , and plants .
In this study, three goals were reached: first, N. nucifera (a representative of Nelumbo) was selected as the material to evaluate and compare cp genomes , including the accuracy rates and sequence sizes from three types of sequencing platforms, Sanger, Illumina MiSeq, and PacBio RS II. Second, we de novo assembled, annotated and analysed the cp genome of N. nucifera using PacBio RS II data. Third, to evaluate the systematic position and divergence of Nelumbo, as well as other basal eudicots, the cp genome of N. lutea was also sequenced by the Sanger platform with an average depth of coverage of 6×. We constructed a large phylogenetic tree that included 133 species from 56 orders (Additional file 1). Finally, we also estimated the divergence time of the basal eudicots, and compared the cp genomic structures to illustrate IR expansions/contractions among these early-diverged eudicots.
Results and discussion
De novoassembly from Illumina MiSeq and PacBio RS II platforms
Statistics of the N. nucifera chloroplast genome sequencing data from Illumina MiSeq and PacBio RS II
PacBio RS II
Number of raw reads
High quality bases(M)
Mean read length(bp) (raw-data)
CP average read depth ( error-corrected)
proportion of bases > = Q40
SC average read depth
IR average read depth
No. of gaps
No. of contigs
The total length (bp)
Currently, the advance in plastid sequencing is largely promoted by next-generation sequencing technologies. There have been related reports comparing next-generation sequencing platforms for plastid sequencing, such as the GS20 system (454 Life Sciences Corporation)  and the Illumina GA II platform , and the improved conventional Sanger method . Additionally, the first comparison of next-generation technology (Illumina) with third-generation technology (PacBio) was performed in the last year . However, the comprehensive comparison of the pros and cons of the three representatives of sequencing eras, Sanger, Illumina and PacBio, has not been determined. Especially for the accuracy-challenged PacBio platform, newly developed assembled methods and upgraded chemistry (from C1 to C2) will improve the accuracy rates and throughput . We applied three independent sequencing platforms to evaluate the cp genome of N. nucifera. The results confirmed by PCR amplification showed that the de novo assembly genome from PacBio RS II platform was the most intact, reaching 100% coverage. Given the sufficient depth (105×), SMRT sequencing by PacBio RS II provides a highly accurate cp genome of N. nucifera, as it is highly unlikely that the same error will be randomly observed multiple times . Deep sequencing coverage and additional Illumina library containing large fragments are essential to obtain the accurate structure of genome for Sanger and Illumina Miseq, respectively. Despite small differences among the three de novo assembled genomes, the accurate cp genomic structures may have more important roles than the cp genomic sequences in plant development. Meanwhile, the incomplete cp genomic information of N. nucifera caused by deletion and insertion from Sanger and Illumina, respectively, cannot reflect a genuine structure of cp genome in vivo. Furthermore, the run time of PacBio is very short at only 2 hours , which can save considerable time for researchers. Therefore, PacBio RS II platform, characteristics of the long reads and lack of bias in coverage of AT-rich regions, is promising for highly accurate `finished’ genomes.
General features and codon usage of N. nuciferacp genome
List of genes present in the chloroplast genome of N. nucifera
Group of genes
Name of genes
Protein synthesis and DNA-replication
Ribosomal RNAs (8)
rrn16(×2) rrn23(×2) rrn4.5(×2) rrn5(×2)
Transfer RNAs (37)
trna(ugc)* trnC(gca) trnD(guc) trnE(uuc) trnF(gaa) trnG(gcc) trnL(uaa)* trnL(uag) trnG(ucc)* trnH(gug) trnI(cau)(×2) trnI(gau)*(×2) trnK(uuu)* trnL(caa)(×2) trnfM(cau) trnM(cau) trnN(guu)(×2) trnP(ugg) trnQ(uug) trnR(acg)(×2) trnR(ucu) trnS(gcu) trnS(gga) trnS(uga) trnT(ggu) trnT(ugu) trnV(gac)(×2) trnV(uac)* trnW(cca) trnY(gua)
Ribosomal proteins small subunit (14)
rps2 rps3 rps4 rps7(×2) rps8 rps11 rps12*(×2)
rps14 rps15 rps16* rps18 rps19
Ribosomal proteins large subunit (11)
rpl2 *(×2) rpl14 rpl16* rpl20 rpl22
rpl23(×2) rpl32 rpl33 rpl36
Subunits of RNA polymerase (4)
rpoA rpoB rpoC1* rpoC2
Photosystem I (5)
psaA psaB psaC psaI psaJ
Photosystem II (15)
psbA psbB psbC psbD psbE psbF psb HpsbI psbJ psbK psbL psbM psbN psbT psbZ
Cytochrome b/f complex (6)
petA petB* petD* petG petL petN
ATP synthase (6)
atpA atpB atpE atpF* atpH atpI
ndhA*ndhB*(×2) ndhC ndhD ndhE ndhF ndhG ndhH ndhI ndhJ ndhK
Large subunit of Rubisco (1)
Translation initiation factor IF-1 (1)
Acetyl-CoA carboxylase (1)
Cytochrome c biogenesis (1)
ATP-dependent protease (1)
Inner membrane protein (1)
Genes of unknown function
Conserved hypothetical chloroplast reading frames (5)
ycf1 ycf2(×2) ycf3*ycf4
Alternative start codon usage in the sequenced basal eudicots
Relative synonymous codon usage for 79 distinct chloroplast protein-coding genes in N. nucifera
During the evolution of angiosperms, the sizes of the most sequenced cp genomes range from approximately 120 kb to 160 kb in length. However, there are some exceptions for parasitic plants with unique lifestyles, of which the sizes of cp genomes were beyond the scope of 120 kb to 160 kb, such as Conopholis americana, with the smallest plastome of 45 kb of land plants . Additionally, the numbers of genes in the cp genomes were present variously in different lineages, such as the losses of ndh genes. The events of ndh gene losses occurred in most non-photosynthetic plants, such as Cuscuta reflexa  and the parasitic plants, such as Epifagus virginiana , and in some non-parasitic, photosynthetic plants, such as Phalaenopsis aphrodite  and Geraniaceae . The mechanism of the ndh gene losses may be explained for that either the genes are transferred to nuclear or they do not participate in the critical life development for the specific lineages . In addition to the ndh genes, there were other independent gene losses in different lineages, including infA, rpl, rps, pet, psb and so on (Additional file 1). For example, the rpl21 gene loss of the cp genomes in the ancestral clades of gynosperms and angiosperms was compensated by the gene from the mitochondrial genome. The independent loss of infA in angiosperms (including almost all Rosaceae) was the result of transfer events from chloroplast to nuclear . The cp genome of N. nucifera retained a complete set of genes data, suggesting these genes may be critical to its development.
Alternative start codons of cp genomes widely occurred in land plants, such as pteridophytes . This editing pattern of the initiation codon seems to have occurred independently across the evolution of land plants, which does not correlate with the phylogenetic tree of the plant kingdom. Overall codon usage in the N. nucifera cp genome is similar to those of other reported cp genomes , and mitochondrial genomes . These codon usage patterns may be driven by the composition bias of the high proportion of A/T.
Phylogenetic and molecular dating analyses of the basal eudicots
The eudicots comprise the vast majority of the extant angiosperms, with an estimated 200,000 species. The clades can divided into basal eudicots and core eudicots ,. To date, plastid genomes have been completely sequenced for eight basal eudicots, including Buxus , Megaleranthis , Nandina , Platanus , Ranunculus , Trochodendron , Tetracentron  and Nelumbo (in this study). The addition of the un-sampled basal eudicot cp genome of N. nucifera will lead to a better understanding of the evolution of basal eudicots.
In recent years, along with the released chloroplast data from NCBI, researchers used these cp genomes for plant evolution ,. In our study, we carefully selected different taxa from the NCBI database, of which the cp genomes were potentially published. Additionally, long-branch attraction will mislead to a wrong phylogenetic tree. To avoid long-branch attraction , the taxa uniformly distributed in species trees were selected. We controlled the numbers of taxa (no more than 8) in the same order. The saturation of substitution rates of codon sites, especially the third site, affects the topology of phylogenetic tree . In our test, the phylogenetic topology from the matrix containing all three sites of each codon consistent with the results of the other two matrices (1st and 2nd sites, and 3rd site of each codon) verified there was no saturation of substitution rates in our analysed taxa.
Here, 133 taxa uniformly covering 56 orders were adopted to perform the phylogenetic analyses and estimation of divergence time for the basal eudicots. The phylogenetic analyses from three matrices (all three sites, 1st and 2nd sites , and 3rd site of each codon) of 79 chloroplast protein-coding genes supported the phylognesis of N. nucifera as a basal eudicot, sister to Platanus. Estimations of divergence time showed that Nelumbo and Platanus began to diverge approximately 177 Myr ago . Additionally, the divergence of the basal eudicots (including Nelumbo) from Nympahea (the `early-diverging’ angiosperm), was approximately 255 Myr ago (Figure 3). The morphological similarity between Nelumbo and Nympahea caused by convergent evolution is typically contradictory to the similarity of molecular sequences among the three taxa Nelumbo, Nymphaea and Platanus. Therefore, the phenotypes of these species are determined by the combination of their molecular sequences and living environments.
The structural evolution within the basal eudicots
N. nucifera is a member of land plants , which flourished during the Cretaceous. When Quaternary glaciations occurred, N. nucifera became trapped in water areas in response to environmental stress . Previous reports noted that expansions of IR occurred more progressively in monocots than non-monocot angiosperms, and two hypotheses were proposed to explain IR expansions in the monocots . The IR boundaries of 17 surveyed vascular plants vary among these cp genomes, even between closely related genera of the same family . We wonder whether this clade of basal eudicots maintains the conservative IR boundaries. In this study, expansions and contractions of IR boundaries also varied in these basal eudicots, which was not related to the phylogeny of the lineages. For example, the IR boundaries of Nelumbo (Proteales) were more similar to that of Buxus (Buxales) than that of its closely related taxa, Platanus (Proteales). Despite that fact that each IR of Nelumbo was nearly 1 kb longer than that of Platanus (Figure 4), the former did not contain the portion of rps19 as did the latter. We found that variations of IRs were contributed by IR expansion to LSC or by an independent insertion of DNA fragments in IR regions. How the independent insertion occurred is still to be elucidated in future studies.
We first applied three sequencing platforms to evaluate the cp genome of N. nucifera. Using PacBio RS II data, Illumina MiSeq data and Sanger data, we de novo assembled, annotated and analysed the cp genome of N. nucifera. The precise cp genome of N. nucifera is a circular molecule of 163,600 bp with a typical quadripartite structure, containing a LSC region (91,846 bp) and a SSC region (19,626 bp) separated by IR regions (26,064 bp) with a total of 130 genes. The ML trees of 79 combined chloroplast protein-coding genes of 133 taxa confirmed that N. nucifera was a member of basal eudicots, sister to Platanus. Estimating the divergence time in MCMCTree with an approximate likelihood calculation showed that basal eudicots diverged at 197 Myr, and Nelumbo was 177 Myr. The splitting between N. lutea and N. nucifera was estimated to have occurred approximately 2 Myr. A structural comparison showed that the IR boundaries of basal eudicots occur in various border positions and an independent insertion of IR occurred in Nelumbo. This study showed that the PacBio platform will be useful for de novo assembly of genomes and the cp genome of N. nucifera provided new insight into the evolution of the basal eudicots. We believe that with the appearance of new PacBio sequencing platform, more accurate cp genomes will be obtained to understand the evolution of angiosperms at both the sequence and structural level.
The materials (Nelumbo nucifera Gaertn.) used in the experiment is maintained by Wuhan Vegetable Scientific Research Institute, Wuhan National Field Observation & Research Station for Aquatic Vegetables (30°12′N, 111°20′E).
Chloroplast genome DNA extraction
High quality DNA was obtained as follows: the unfolded tender leaves of N. nucifera were harvested and stored at 4°C in the dark to eliminate starch from the tissue. Chloroplast was isolated using the method of discontinuous sucrose gradient centrifugation, with DNase I digestion . All steps must be conducted at 4°C unless otherwise specified. The chloroplast solutions were gently lysed by adding one-fifth volume of lysis buffer and one-twentieth Proteinase K to a final concentration of 200 μg/ml. The tubes were then gently inverted and mixed once every 15 min during 30-minute water baths at 37°C and then 50°C. After adding cold NH4Ac to a final concentration of 0.8 M, the nucleic acids were separately extracted with an equal volume of Tris-saturated phenol/chloroform/isoamyl alcohol (25:24:1) once and chloroform/isoamyl alcohol once (24:1).
Chloroplast genome DNA (cpDNA) was precipitated in two volumes of 100% ethanol overnight at −20°C and centrifuged at 18,000 × g for 20 min. The crude cpDNA was washed twice with 70% ethanol and re-suspended in TE buffer with RNase digestion for 30 min at 37°C. Finally, the values of OD260/280 and OD260/230 were 1.9 and 1.97, respectively.
Library construction, sequencing and de novoassembly
Sanger library construction
The entire chloroplast sequence was amplified using a long-range PCR technique with cpDNA. PCR primers were developed from the alignment of known eudicotyledon chloroplast genomic sequences (Additional file 4). We covered the two chloroplast genomes (N. lutea and N. nucifera) with PCR products, which showed lengths of between 8 and 15 kb. PCR products were eluted using electrophoresis on low-melting-point agarose gels, followed by column purification (Axgene). The purified products were sheared into random fragments of approximately 1.5 kb and cloned into the pMD18-T vector (TAKARA). The recombinant plasmids were transformed into TOP10 cells and sequenced using an ABI 3730 DNA sequencer.
Illumina MiSeq library construction
Approximately 5 μg cpDNA was used to construct a library containing a 400 bp insert size. Genome DNA sequencing libraries were constructed using TruSeq DNA LT Sample Preparation Kit V2 (Illumina), following the manufacturer’s protocol. The genome DNA was sheared to short fragments using Covaris S220. DNA fragments were adenylated at 3′ ends after end repair. Specific adapters were ligated to both ends of the DNA fragments, and the barcode sequence was included in one of the adaptors. Targeted size DNA fragments were selected by gel-cutting and amplified by 10-cycle PCR using universal primers (Illumina). After purification, quantification, and validation, the validated DNA libraries were sequenced on an Illumina MiSeq Sequencing System following the manufacturer’s standard workflow.
PacBio library construction
A sample of 20 μg pure and high-molecular-weight DNA is required to prepare size- selected approximately 20 kb SMRTbell templates. The cpDNA concentration was measured using both a NanoDrop spectrophotometer and a Qubit fluorometer, and approximately 200 ng of cpDNA was run on a field-inversion gel. The subsequent steps are based on the PacBio Sample Net-Shared Protocol, which is available at http://pacificbiosciences.com/
The primitive reads from Pacbio RS II were corrected with SMRT Analysis 2.1, yielding a total of 9,165 high quality reads, up to 42,623,117 bp. The average length of the reads was 4,651 bp. These reads were assembled using the Celera Assembler 7.0. The reads were aligned to the assembled contigs with bwa-0.7.3a. Eventually, 4 contigs with more than 10x coverage depth were assembled to one contig using the lastZ tool. Finally, to generate the best consensus sequence of the cp genome sequence, Quiver (a new multiread consensus algorithm) was used to correct the error regions .
The entire chloroplast genome sequences of N. nucifera from three platforms were annotated using DOGMA (Dual Organellar GenoMe Annotator) . The genes of N. lutea from the Sanger platform were also annotated. For some genes with very short exons, such as petB and petD, manual annotation was performed. We used tRNAscan-SE to corroborate tRNA boundaries . Physical maps were drawn using GenomeVx .
RSCU (relative synonymous codon usage)  of the cp genome of N. nucifera was calculated from coding sequences of 79 protein-coding genes. Genes in IR regions were counted only once.
Seventy-nine distinct peptide-coding genes were used for phylogenetic analyses. In addition to the two chloroplast genomes sequenced in the present research, 131 taxa from 56 orders were selected to construct the ML tree. All 79 protein-coding gene sequences were translated into amino acid sequences, which were aligned in ClustalW  and manually adjusted. Nucleotide sequences of these genes were aligned by constraining them to the amino acid sequence alignments. The more quickly evolving regions, which are difficult to align, were excluded from the analyses. A FASTA file concatenating 67,862 nucleotides (Additional file 5) was generated, the translated protein-coding sequences of which were seen in Additional file 6. We extracted the first and second sites of codons, and the third site of codons to form two other new matrices. Finally, three matrices were used for phylogenetic analyses. These were established in a DOS platform using our Perl scripts.
The nucleotide file containing 133 concatenated sequences was tested prior to inferring the phylogenetic trees. First, the saturation for substitutions was tested in DAMBE  across the three matrices. The results, Iss < Iss.c at p = 0.0000, suggested that there were no saturated sites in these sequences. Second, we used Modeltest 3.7  to determine the most appropriate model of DNA sequence evolution. After searching the 56 models, the general time reversible (GTR) model, with rate variation among sites and invariable sites (GTR + G + I), was selected. To infer phylogenetic trees from three nucleotide matrices, we applied the maximum likelihood method with rapid bootstrapping of 1000 replicates in RAxML-HPC v7.2.8 available on http://www.phylo.org/ .
Estimation of divergence times
The concatenated 79 gene sequences from 133 species and the phylogenetic tree were used for molecular dating analyses. The divergence time was estimated using the Bayesian method implemented in MCMCTree of PAML4.7 . Eight fossil calibrations were incorporated through the previous time (Additional file 7). Using the approximate likelihood calculation method, the gradient g and Hessian H with BASEML using the GTR + Γ5 substitution model were calculated . The independent rate (IR) model  for the molecular clock and the GTR + Γ5 model for nucleotide substitutions were set in the mcmctree.ctl control file. To ascertain whether convergence was achieved, two independent MCMC analyses with 106 steps, following a discarded burn-in of 105 steps, were simulated ,.
Availability of supporting data
The precise chloroplast genome of N. nucifera sequenced by PacBio RS II and corrected by Illumina MiSeq has been submitted to GenBank (accession KM655836). The chloroplast genomes of N. nucifera and N. lutea sequenced by Sanger are available on National Center for Biotechnology Information (accession NC_015610 and NC_015605). Other data sets supporting the results of this article are included within the article and its additional files.
YD and ZHW conceived and designed the experiments. ZHW, STG, ZWQ, LP, SZW and DQL performed the experiments. WDK provided the plant material. ZHW and YD wrote the paper. All authors read and approved the final manuscript.
We thank Mario dos Reis in University College London for helps in use of MCMCTree of PAML4.7 package. This research is financially supported by National Natural Science Foundation of China (31271310).
- Liu J, Qi ZC, Zhao YP, Fu CX, Jenny Xiang QY: Complete cpDNA genome sequence of Smilax china and phylogenetic placement of Liliales-influences of gene partitions and taxon sampling. Mol Phylogenet Evol. 2012, 64 (3): 545-562. 10.1016/j.ympev.2012.05.010.View ArticlePubMedGoogle Scholar
- Sodmergen ZQ: Why does biparental plastid inheritance revive in angiosperms?. J Plant Res. 2010, 123 (2): 201-206. 10.1007/s10265-009-0291-z.View ArticlePubMedGoogle Scholar
- Jansen RK, Cai Z, Raubeson LA, Daniell H, Depamphilis CW, Leebens-Mack J, Muller KF, Guisinger-Bellian M, Haberle RC, Hansen AK, Chumley TW, Lee SB, Peery R, McNeal JR, Kuehl JV, Boore JL: Analysis of 81 genes from 64 plastid genomes resolves relationships in angiosperms and identifies genome-scale evolutionary patterns. Proc Natl Acad Sci U S A. 2007, 104 (49): 19369-19374. 10.1073/pnas.0709121104.PubMed CentralView ArticlePubMedGoogle Scholar
- Moore MJ, Bell CD, Soltis PS, Soltis DE: Using plastid genome-scale data to resolve enigmatic relationships among basal angiosperms. Proc Natl Acad Sci U S A. 2007, 104 (49): 19363-19368. 10.1073/pnas.0708072104.PubMed CentralView ArticlePubMedGoogle Scholar
- Moore MJ, Soltis PS, Bell CD, Burleigh JG, Soltis DE: Phylogenetic analysis of 83 plastid genes further resolves the early diversification of eudicots. Proc Natl Acad Sci U S A. 2010, 107 (10): 4623-4628. 10.1073/pnas.0907801107.PubMed CentralView ArticlePubMedGoogle Scholar
- Olmstead R, Palmer JD: Chloroplast DNA systematics: a review of methods and data analysis. Am J Bot. 1994, 81 (9): 1205-1224. 10.2307/2445483.View ArticleGoogle Scholar
- Li R, Ma PF, Wen J, Yi TS: Complete sequencing of five araliaceae chloroplast genomes and the phylogenetic implications. PLoS One. 2013, 8 (10): e78568-10.1371/journal.pone.0078568.PubMed CentralView ArticlePubMedGoogle Scholar
- Lin CP, Wu CS, Huang YY, Chaw SM: The complete chloroplast genome of Ginkgo biloba reveals the mechanism of inverted repeat contraction. Genome Biol Evol. 2012, 4 (3): 374-381. 10.1093/gbe/evs021.PubMed CentralView ArticlePubMedGoogle Scholar
- Martin G, Baurens FC, Cardi C, Aury JM, D’Hont A: The complete chloroplast genome of banana (Musa acuminata, Zingiberales): insight into plastid monocotyledon evolution. PLoS One. 2013, 8 (6): e67350-10.1371/journal.pone.0067350.PubMed CentralView ArticlePubMedGoogle Scholar
- Straub SC, Cronn RC, Edwards C, Fishbein M, Liston A: Horizontal transfer of DNA from the mitochondrial to the plastid genome and its subsequent evolution in milkweeds (apocynaceae). Genome Biol Evol. 2013, 5 (10): 1872-1885. 10.1093/gbe/evt140.PubMed CentralView ArticlePubMedGoogle Scholar
- Yang JB, Yang SX, Li HT, Yang J, Li DZ: Comparative chloroplast genomes of camellia species. PLoS One. 2013, 8 (8): e73053-10.1371/journal.pone.0073053.PubMed CentralView ArticlePubMedGoogle Scholar
- Yi X, Gao L, Wang B, Su YJ, Wang T: The complete chloroplast genome sequence of Cephalotaxus oliveri (Cephalotaxaceae): evolutionary comparison of cephalotaxus chloroplast DNAs and insights into the loss of inverted repeat copies in gymnosperms. Genome Biol Evol. 2013, 5 (4): 688-698. 10.1093/gbe/evt042.PubMed CentralView ArticlePubMedGoogle Scholar
- Crane PR, Herendeen PS: Cretaceous floras containing angiosperm flowers and fruits from eastern North America. Rev Palaeobot Palyno. 1996, 90: 321-340. 10.1016/0034-6667(95)00090-9.View ArticleGoogle Scholar
- Upchurch GR, Crane PR, Drinnan AN: The megaflora from the Quantico locality (Upper Albian), lower cretaceous Potomac group of Virginia. Mem Virginia Mus Nat Hist. 1994, 4: 1-57.Google Scholar
- Borsch T, Barthlott W: Classification and distribution of the genus Nelumbo Adans. (Nelumbonaceae). Beitr Biol Pfl. 1994, 68: 421-450.Google Scholar
- Cronquist A: An Integrated System of Classification of Flowering Plants. Columbia University Press, New York; 1981.Google Scholar
- Ito M: Phylogenetic systematics of the Nymphaeales. Bot Mag Tokyo. 1987, 100: 17-35. 10.1007/BF02488417.View ArticleGoogle Scholar
- Les D: The origin and affinities of the Ceratophyllaceae. Taxon. 1988, 37: 326-345. 10.2307/1222142.View ArticleGoogle Scholar
- Chase MW, Soltis DE, Olmstead RG, Morgan D, Les DH, Mishler BD, Duvall MR, Price RA, Hills HG, Qiu YL, Kron KA, Rettig JH, Conti E, Palmer JD, Manhart JR, Sysma KJ, Michaels HJ, Kress WJ, Karol KG, Clark WD, Hedren M, Gaut BS, Jansen RK, Kim KJ, Wimpee CF, Smith JF, Furnier GR, Strauss SH, Xiang QY, Plunkett GM, et al: Phylogenetics of seed plants: an analysis of nucleotide sequences from the plastid gene rbcL. Ann Missouri Bot Gard. 1993, 80: 528-580. 10.2307/2399846.View ArticleGoogle Scholar
- Hilu K, Borsch T, Muller K, Soltis DE, Pea S: Inference of angiosperm phylogeny based on matK sequence information. Am J Bot. 2003, 90: 1758-1776. 10.3732/ajb.90.12.1758.View ArticlePubMedGoogle Scholar
- Hoot SB, Magallon S, Crane PR: Phylogeny of basal eudicots based on three molecular data sets: atpB, rbcL, and 18 s nuclear ribosomal DNA sequences. Ann Missouri Bot Gard. 1999, 86: 1-32. 10.2307/2666215.View ArticleGoogle Scholar
- Kim KJ, Lee HL: Complete chloroplast genome sequences from Korean ginseng (Panax schinseng Nees) and comparative analysis of sequence evolution among 17 vascular plants. DNA Res. 2004, 11 (4): 247-261. 10.1093/dnares/11.4.247.View ArticlePubMedGoogle Scholar
- Savolainen V, Chase MW, Hoot SB, Morton CM, Soltis DE, Bayer C, Fay MF, de Bruijn AY, Sullivan S, Qiu YL: Phylogenetics of flowering plants based upon a combined analysis of plastid atpB and rbcL gene sequences. Syst Biol. 2000, 49: 306-362. 10.1093/sysbio/49.2.306.View ArticlePubMedGoogle Scholar
- Soltis DE, Soltis PS, Chase MW, Mort ME, Albach DC, Zanis M, Savolainen V, Hahn WH, Hoot SB, Fay MF: Angiosperm phylogeny inferred from 18S rDNA, rbcL, and atpB sequences. Bot J Linn Soc. 2000, 133: 381-461. 10.1111/j.1095-8339.2000.tb01588.x.View ArticleGoogle Scholar
- Worberg A, Quandt D, Barniske A-M, Löhne C, Hilu KW, Borsch T: Phylogeny of basal eudicots: Insights from non-coding and rapidly evolving DNA. Org Divers Evol. 2007, 7 (1): 55-77. 10.1016/j.ode.2006.08.001.View ArticleGoogle Scholar
- Wang Y, Fan GY, Liu YM, Sun FM, Shi CC, Liu X, Peng J, Chen WB, Huang XF, Cheng SF, Liu YP, Liang XM, Zhu HL, Bian C, Zhong L, Lv T, Dong HX, Liu WQ, Zhong X, Chen J, Quan ZW, Wang ZH, Tan BZ, Lin CF, Mu F, Xu X, Ding Y, Guo AY, Wang J, Ke WD: The sacred lotus genome provides insights into the evolution of flowering plants. Plant J. 2013, 76 (4): 557-567. 10.1111/tpj.12313.View ArticlePubMedGoogle Scholar
- Goremykin VV, Hirsch-Ernst KI, Wolfl S, Hellwig FH: Analysis of the Amborella trichopoda chloroplast genome sequence suggests that amborella is not a basal angiosperm. Mol Biol Evol. 2003, 20 (9): 1499-1505. 10.1093/molbev/msg159.View ArticlePubMedGoogle Scholar
- Goremykin VV, Hirsch-Ernst KI, Wolfl S, Hellwig FH: The chloroplast genome of Nymphaea alba: whole-genome analyses and the problem of identifying the most basal angiosperm. Mol Biol Evol. 2004, 21 (7): 1445-1454. 10.1093/molbev/msh147.View ArticlePubMedGoogle Scholar
- Kunnimalaiyaan M, Nielsen BL: Fine mapping of replication origins (oriA and oriB) in Nicotiana tabacum chloroplast DNA. Nucleic Acids Res. 1997, 25: 3681-3686. 10.1093/nar/25.18.3681.PubMed CentralView ArticlePubMedGoogle Scholar
- Raubeson LA, Peery R, Chumley TW, Dziubek C, Fourcade HM, Boore JL, Jansen RK: Comparative chloroplast genomics: analyses including new sequences from the angiosperms Nuphar advena and Ranunculus macranthus. BMC Genomics. 2007, 8: 174-10.1186/1471-2164-8-174.PubMed CentralView ArticlePubMedGoogle Scholar
- Sato S, Nakamura Y, Kaneko T, Asamizu E, Tabata S: Complete structure of the chloroplast genome of Arabidopsis thaliana . DNA Res. 1999, 6: 283-290. 10.1093/dnares/6.5.283.View ArticlePubMedGoogle Scholar
- Chin CS, Alexander DH, Marks P, Klammer AA, Drake J, Heiner C, Clum A, Copeland A, Huddleston J, Eichler EE, Turner SW, Korlach J: Nonhybrid, finished microbial genome assemblies from long-read SMRT sequencing data. Nat Methods. 2013, 10 (6): 563-569. 10.1038/nmeth.2474.View ArticlePubMedGoogle Scholar
- Quail MA, Smith M, Coupland P, Otto TD, Harris SR, Connor TR, Bertoni A, Swerdlow HP, Gu Y: A tale of three next generation sequencing platforms: comparison of Ion Torrent. Pacific Biosciences and Illumina MiSeq sequencers. BMC Genomics. 2012, 13: 341-10.1186/1471-2164-13-341.PubMed CentralView ArticlePubMedGoogle Scholar
- Roberts RJ, Carneiro MO, Schatz MC: The advantages of SMRT sequencing. Genome Biol. 2013, 14 (6): 405-10.1186/gb-2013-14-6-405.View ArticlePubMedGoogle Scholar
- Koren S, Schatz MC, Walenz BP, Martin J, Howard JT, Ganapathy G, Wang Z, Rasko DA, McCombie WR, Jarvis ED, Phillippy AM: Hybrid error correction and de novo assembly of single-molecule sequencing reads. Nat Biotechnol. 2012, 30 (7): 693-700. 10.1038/nbt.2280.PubMed CentralView ArticlePubMedGoogle Scholar
- Loomis EW, Eid JS, Peluso P, Yin J, Hickey L, Rank D, McCalmon S, Hagerman RJ, Tassone F, Hagerman PJ: Sequencing the unsequenceable: expanded CGG-repeat alleles of the fragile X gene. Genome Res. 2013, 23 (1): 121-128. 10.1101/gr.141705.112.PubMed CentralView ArticlePubMedGoogle Scholar
- Pugh TJ, Weeraratne SD, Archer TC, Pomeranz Krummel DA, Auclair D, Bochicchio J, Carneiro MO, Carter SL, Cibulskis K, Erlich RL, Greulich H, Lawrence MS, Lennon NJ, McKenna A, Meldrim J, Ramos AH, Ross MG, Russ C, Shefler E, Sivachenko A, Sogoloff B, Stojanov P, Tamayo P, Mesirov JP, Amani V, Teider N, Sengupta S, Francois JP, Northcott PA, Taylor MD, et al: Medulloblastoma exome sequencing uncovers subtype-specific somatic mutations. Nature. 2012, 488 (7409): 106-110. 10.1038/nature11329.PubMed CentralView ArticlePubMedGoogle Scholar
- Fichot EB, Norman RS: Microbial phylogenetic profiling with the Pacific Biosciences sequencing platform. Microbiome. 2013, 1 (1): 10-10.1186/2049-2618-1-10.PubMed CentralView ArticlePubMedGoogle Scholar
- Koren S, Harhay GP, Smith TP, Bono JL, Harhay DM, McVey SD, Radune D, Bergman NH, Phillippy AM: Reducing assembly complexity of microbial genomes with single-molecule sequencing. Genome Biol. 2013, 14 (9): R101-10.1186/gb-2013-14-9-r101.PubMed CentralView ArticlePubMedGoogle Scholar
- Ferrarini M, Moretto M, Ward JA, Surbanovski N, Stevanovic V, Giongo L, Viola R, Cavalieri D, Velasco R, Cestaro A, Sargent DJ: An evaluation of the PacBio RS platform for sequencing and de novo assembly of a chloroplast genome. BMC Genomics. 2013, 14: 670-10.1186/1471-2164-14-670.PubMed CentralView ArticlePubMedGoogle Scholar
- Metzker ML: Sequencing technologies - the next generation. Nat Rev Genet. 2010, 11 (1): 31-46. 10.1038/nrg2626.View ArticlePubMedGoogle Scholar
- Ricker N, Qian H, Fulthorpe RR: The limitations of draft assemblies for understanding prokaryotic adaptation and evolution. Genomics. 2012, 100 (3): 167-175. 10.1016/j.ygeno.2012.06.009.View ArticlePubMedGoogle Scholar
- Moore MJ, Dhingra A, Soltis PS, Shaw R, Farmerie WG, Folta KM, Soltis DE: Rapid and accurate pyrosequencing of angiosperm plastid genomes. BMC Plant Biol. 2006, 6: 17-10.1186/1471-2229-6-17.PubMed CentralView ArticlePubMedGoogle Scholar
- Straub SC, Fishbein M, Livshultz T, Foster Z, Parks M, Weitemier K, Cronn RC, Liston A: Building a model: developing genomic resources for common milkweed (Asclepias syriaca) with low coverage genome sequencing. BMC Genomics. 2011, 12: 211-10.1186/1471-2164-12-211.PubMed CentralView ArticlePubMedGoogle Scholar
- Dong W, Xu C, Cheng T, Lin K, Zhou S: Sequencing angiosperm plastid genomes made easy: a complete set of universal primers and a case study on the phylogeny of Saxifragales. Genome Biol Evol. 2013, 5 (5): 989-997. 10.1093/gbe/evt063.PubMed CentralView ArticlePubMedGoogle Scholar
- Hirose T, Sugiura M: Both RNA editing and RNA cleavage are required for translation of tobacco chloroplast ndhD mRNA: a possible regulatory mechanism for the expression of a chloroplast operon consisting of functionally unrelated genes. EMBO J. 1997, 16 (22): 6804-6811. 10.1093/emboj/16.22.6804.PubMed CentralView ArticlePubMedGoogle Scholar
- Tsudzuki T, Wakasugi T, Sugiura M: Comparative analysis of RNA editing sites in higher plant chloroplasts. J Mol Evol. 2001, 53: 327-332. 10.1007/s002390010222.View ArticlePubMedGoogle Scholar
- Sawai S, Thomason PA, Cox EC: An autoregulatory circuit for long-range self-organization in Dictyostelium cell populations. Nature. 2005, 433 (7023): 323-326. 10.1038/nature03228.View ArticlePubMedGoogle Scholar
- Kato T, Kaneko T, Sato S, Nakamura Y, Tabata S: Complete structure of the chloroplast genome of a legume, Lotus japonicus. DNA Res. 2000, 7: 323-330. 10.1093/dnares/7.6.323.View ArticlePubMedGoogle Scholar
- Wicke S, Muller KF, de Pamphilis CW, Quandt D, Wickett NJ, Zhang Y, Renner SS, Schneeweiss GM: Mechanisms of functional and physical genome reduction in photosynthetic and nonphotosynthetic parasitic plants of the broomrape family. Plant Cell. 2013, 25 (10): 3711-3725. 10.1105/tpc.113.113373.PubMed CentralView ArticlePubMedGoogle Scholar
- Funk HT, Berg S, Krupinska K, Maier UG, Krause K: Complete DNA sequences of the plastid genomes of two parasitic flowering plant species, Cuscuta reflexa and Cuscuta gronovii. BMC Plant Biol. 2007, 7: 45-10.1186/1471-2229-7-45.PubMed CentralView ArticlePubMedGoogle Scholar
- de Pamphilis CW, Palmer JD: Loss of photosynthetic and chlororespiratory genes from the plastid genome of a parasitic flowering plant. Nature. 1990, 348 (6299): 337-339. 10.1038/348337a0.View ArticleGoogle Scholar
- Chang CC, Lin HC, Lin IP, Chow TY, Chen HH, Chen WH, Cheng CH, Lin CY, Liu SM, Chang CC, Chaw SM: The chloroplast genome of Phalaenopsis aphrodite (Orchidaceae): comparative analysis of evolutionary rate with that of grasses and its phylogenetic implications. Mol Biol Evol. 2006, 23 (2): 279-291. 10.1093/molbev/msj029.View ArticlePubMedGoogle Scholar
- Weng ML, Blazier JC, Govindu M, Jansen RK: Reconstruction of the ancestral plastid genome in geraniaceae reveals a correlation between genome rearrangements, repeats, and nucleotide substitution rates. Mol Biol Evol. 2014, 31 (3): 645-659. 10.1093/molbev/mst257.View ArticlePubMedGoogle Scholar
- Wakasugi T, Tsudzuki J, Ito S, Nakashima K, Tsudzuki T, Sugiura M: Loss of all ndh genes as determined by sequencing the entire chloroplast genome of the black pine Pinus thunbergii. Proc Natl Acad Sci U S A. 1994, 91 (21): 9794-9798. 10.1073/pnas.91.21.9794.PubMed CentralView ArticlePubMedGoogle Scholar
- Millen RS, Olmstead RG, Adams KL, Palmer JD, Lao NT, Heggie L, Kavanagh TA, Hibberd JM, Gray JC, Morden CW, Calie PJ, Jermiin LS, Wolfe KH: Many parallel losses of infA from chloroplast DNA during angiosperm evolution with multiple independent transfers to the nucleus. Plant Cell. 2001, 13 (3): 645-658. 10.1105/tpc.13.3.645.PubMed CentralView ArticlePubMedGoogle Scholar
- Delannoy E, Fujii S, Des Francs-Small CC, Brundrett M, Small I: Rampant gene loss in the underground orchid Rhizanthella gardneri highlights evolutionary constraints on plastid genomes. Mol Biol Evol. 2011, 28 (7): 2077-2086. 10.1093/molbev/msr028.PubMed CentralView ArticlePubMedGoogle Scholar
- Barth D, Berendonk TU: The mitochondrial genome sequence of the ciliate Paramecium caudatum reveals a shift in nucleotide composition and codon usage within the genus Paramecium. BMC Genomics. 2011, 12: 272-10.1186/1471-2164-12-272.PubMed CentralView ArticlePubMedGoogle Scholar
- An update of the Angiosperm Phylogeny Group classification for the orders and families of flowering plants: APG III. Bot J Linn Soc. 2009, 161: 105-121. 10.1111/j.1095-8339.2009.00996.x.Google Scholar
- Kreunen SS, Osborn JM: Pollen and anther development in Nelumbo (Nelumbonaceae). Am J Bot. 1999, 86 (12): 1662-1676. 10.2307/2656664.View ArticlePubMedGoogle Scholar
- Drinnan AN, Crane PR, Hoot SB: Patterns of floral evolution in the early diversification of non-magnoliid dicotyledons (eudicots). Plant Syst Evol. 1994, 8: 93-122.Google Scholar
- Soltis PS, Soltis DE, Chase MW: Angiosperm phylogeny inferred from multiple genes as a tool for comparative biology. Nature. 1999, 402: 402-404. 10.1038/46528.View ArticlePubMedGoogle Scholar
- Hansen DR, Dastidar SG, Cai Z, Penaflor C, Kuehl JV, Boore JL, Jansen RK: Phylogenetic and evolutionary implications of complete chloroplast genome sequences of four early-diverging angiosperms: Buxus (Buxaceae), Chloranthus (Chloranthaceae), Dioscorea (Dioscoreaceae), and Illicium (Schisandraceae). Mol Phylogenet Evol. 2007, 45 (2): 547-563. 10.1016/j.ympev.2007.06.004.View ArticlePubMedGoogle Scholar
- Kim YK, Park CW, Kim KJ: Complete chloroplast DNA sequence from a Korean endemic genus, Megaleranthis saniculifolia, and its evolutionary implications. Mol Cells. 2009, 27 (3): 365-381. 10.1007/s10059-009-0047-6.View ArticlePubMedGoogle Scholar
- Sun YX, Moore MJ, Meng AP, Soltis PS, Soltis DE, Li JQ, Wang HC: Complete plastid genome sequencing of Trochodendraceae reveals a significant expansion of the inverted repeat and suggests a Paleogene divergence between the two extant species. PLoS One. 2013, 8 (4): e60429-10.1371/journal.pone.0060429.PubMed CentralView ArticlePubMedGoogle Scholar
- Zhong B, Yonezawa T, Zhong Y, Hasegawa M: Episodic evolution and adaptation of chloroplast genomes in ancestral grasses. PLoS One. 2009, 4 (4): e5297-10.1371/journal.pone.0005297.PubMed CentralView ArticlePubMedGoogle Scholar
- Drew BT, Ruhfel BR, Smith SA, Moore MJ, Briggs BG, Gitzendanner MA, Soltis PS, Soltis DE: Another look at the root of the angiosperms reveals a familiar tale. Syst Biol. 2014, 63 (3): 368-382. 10.1093/sysbio/syt108.View ArticlePubMedGoogle Scholar
- Ruhfel BR, Gitzendanner MA, Soltis PS, Soltis DE, Burleigh JG: From algae to angiosperms-inferring the phylogeny of green plants (Viridiplantae) from 360 plastid genomes. BMC Evol Biol. 2014, 14: 23-10.1186/1471-2148-14-23.PubMed CentralView ArticlePubMedGoogle Scholar
- Bergsten J: A review of long-branch attraction. Cladistics. 2005, 21 (2): 163-193. 10.1111/j.1096-0031.2005.00059.x.View ArticleGoogle Scholar
- Wang RJ, Cheng CL, Chang CC, Wu CL, Su TM, Chaw SM: Dynamics and evolution of the inverted repeat-large single copy junctions in the chloroplast genomes of monocots. BMC Evol Biol. 2008, 8: 36-10.1186/1471-2148-8-36.PubMed CentralView ArticlePubMedGoogle Scholar
- Jia RZ, Ming R, Zhu YJ: Genome-wide analysis of Nucleotide-Binding Site (NBS) disease Resistance (R) Genes in Sacred Lotus (Nelumbo nucifera Gaertn.) reveals their transition role during early evolution of land plants. Tropical Plant Biol. 2013, 6 (2–3): 98-116. 10.1007/s12042-013-9122-4.View ArticleGoogle Scholar
- Li JK, Zhou EX, Li DX, Huang SQ: Multiple northern refugia for Asian sacred lotus, an aquatic plant with characteristics of ice-age endurance. Aust J Bot. 2010, 58 (6): 463-472. 10.1071/BT10002.View ArticleGoogle Scholar
- Jansen RK, Raubeson LA, Boore JL, de Pamphilis CW, Chumley TW, Haberle RC, Wyman SK, Alverson AJ, Peery R, Herman SJ, Fourcade HM, Kuehl JV, McNeal JR, Leebens-Mack J, Cui LY: Methods for obtaining and analyzing whole chloroplast genome sequences. Method Enzymol. 2005, 395: 348-384. 10.1016/S0076-6879(05)95020-9.View ArticleGoogle Scholar
- Wyman SK, Jansen RK, Boore JL: Automatic annotation of organellar genomes with DOGMA. Bioinformatics. 2004, 20 (17): 3252-3255. 10.1093/bioinformatics/bth352.View ArticlePubMedGoogle Scholar
- Schattner P, Brooks AN, Lowe TM: The tRNAscan-SE, snoscan and snoGPS web servers for the detection of tRNAs and snoRNAs. Nucleic Acids Res. 2005, 33 (Web Server issue): W686-W689. 10.1093/nar/gki366.PubMed CentralView ArticlePubMedGoogle Scholar
- Conant GC, Wolfe KH: GenomeVx: simple web-based creation of editable circular chromosome maps. Bioinformatics. 2008, 24 (6): 861-862. 10.1093/bioinformatics/btm598.View ArticlePubMedGoogle Scholar
- Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S: MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol. 2011, 28 (10): 2731-2739. 10.1093/molbev/msr121.PubMed CentralView ArticlePubMedGoogle Scholar
- Xia X, Xie Z: DAMBE: software package for data analysis in molecular biology and evolution. J Hered. 2001, 92 (4): 371-373. 10.1093/jhered/92.4.371.View ArticlePubMedGoogle Scholar
- Posada D, Crandall KA: MODELTEST: testing the model of DNA substitution. Bioinformatics. 1998, 14 (9): 817-818. 10.1093/bioinformatics/14.9.817.View ArticlePubMedGoogle Scholar
- Stamatakis A, Hoover P, Rougemont J: A rapid bootstrap algorithm for the RAxML Web servers. Syst Biol. 2008, 57 (5): 758-771. 10.1080/10635150802429642.View ArticlePubMedGoogle Scholar
- Yang Z: PAML 4: phylogenetic analysis by maximum likelihood. Mol Biol Evol. 2007, 24 (8): 1586-1591. 10.1093/molbev/msm088.View ArticlePubMedGoogle Scholar
- dos Reis M, Yang Z: Approximate likelihood calculation on a phylogeny for Bayesian estimation of divergence times. Mol Biol Evol. 2011, 28 (7): 2161-2172. 10.1093/molbev/msr045.View ArticlePubMedGoogle Scholar
- Rannala B, Yang Z: Inferring speciation times under an episodic molecular clock. Syst Biol. 2007, 56 (3): 453-466. 10.1080/10635150701420643.View ArticlePubMedGoogle Scholar
- Yang Z: Computational Molecular Evolution. Oxford University Press, Oxford; 2006.View ArticleGoogle Scholar
- Yang Z, Rannala B: Bayesian estimation of species divergence times under a molecular clock using multiple fossil calibrations with soft bounds. Mol Biol Evol. 2006, 23 (1): 212-226. 10.1093/molbev/msj024.View ArticlePubMedGoogle Scholar
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