Skip to main content
PLOS One logoLink to PLOS One
. 2013 Jul 16;8(7):e68232. doi: 10.1371/journal.pone.0068232

Still Acting Green: Continued Expression of Photosynthetic Genes in the Heterotrophic Dinoflagellate Pfiesteria piscicida (Peridiniales, Alveolata)

Gwang Hoon Kim 1,*, Hae Jin Jeong 2,*, Yeong Du Yoo 2, Sunju Kim 1, Ji Hee Han 1, Jong Won Han 1, Giuseppe C Zuccarello 3
Editor: Claude Prigent4
PMCID: PMC3712967  PMID: 23874554

Abstract

The loss of photosynthetic function should lead to the cessation of expression and finally loss of photosynthetic genes in the new heterotroph. Dinoflagellates are known to have lost their photosynthetic ability several times. Dinoflagellates have also acquired photosynthesis from other organisms, either on a long-term basis or as “kleptoplastids” multiple times. The fate of photosynthetic gene expression in heterotrophs can be informative into evolution of gene expression patterns after functional loss, and the dinoflagellates ability to acquire new photosynthetic function through additional endosymbiosis. To explore this we analyzed a large-scale EST database consisting of 151,091 unique sequences (29,170 contigs, 120,921 singletons) obtained from 454 pyrosequencing of the heterotrophic dinoflagellate Pfiesteria piscicida. About 597 contigs from P. piscicida showed significant homology (E-value <e−30) with proteins associated with plastid and photosynthetic function. Most of the genes involved in the Calvin-Benson cycle were found, genes of the light-dependent reaction were also identified. Also genes of associated pathways including the chorismate pathway and genes involved in starch metabolism were discovered. BLAST searches and phylogenetic analysis suggest that these plastid-associated genes originated from several different photosynthetic ancestors. The Calvin-Benson cycle genes are mostly associated with genes derived from the secondary plastids of peridinin-containing dinoflagellates, while the light-harvesting genes are derived from diatoms, or diatoms that are tertiary plastids in other dinoflagellates. The continued expression of many genes involved in photosynthetic pathways indicates that the loss of transcriptional regulation may occur well after plastid loss and could explain the organism's ability to “capture” new plastids (i.e. different secondary endosymbiosis or tertiary symbioses) to renew photosynthetic function.

Introduction

The genetic outcomes of plastid gain and loss have been actively investigated. Dinoflagellates together with apicomplexans [1][3] and ciliates [4], [5] have drawn special attention in terms of plastid evolution. Evidence is accumulating that the ancestor of these lineages was photosynthetic [6]. Although a photosynthetic ancestor postulated for a larger group, the Chromoalveolates [7], [8] have been challenged recently [9], [10]. These results are originally based on the discovery of genes associated with photosynthetic organelles found in some non-photosynthetic lineages (e.g. apicomplexans) [1].

While the ciliates and most apicomplexans are non-photosynthetic, about 50% of dinoflagellates are photosynthetic. The majority of photosynthetic dinoflagellates contain peridinin as an accessory pigment, but the origin of the peridinin plastid is still enigmatic. Yoon et al. [11] suggested haptophyte origin of peridinin plastid but others suggested its red algal origin by secondary endosymbiotic event [12]. Some dinoflagellates replaced the peridinin-containing plastid with others either from a green alga, cryptophytes, haptophytes or diatoms via tertiary endosymbiosis events or a second secondary endosymbiotic event [13]. This unique evolutionary gain and loss and regain of plastids among dinoflagellates [14] and the transfer of genes to the nucleus have lead to plastid-derived genes, mostly genes involved in photosynthesis or other critical plastid functions, from several lineages. For example, in the fucoxanthin-containing dinoflagellate Karlodinium veneficum some photosynthetic genes have a peridinin-dinoflagellate origin and some are more closely related to haptophyte genes [15]. These metagenomic conclusions have recently been challenged due to undue care in phylogenetic interpretation [10], [16].

In apicomplexans, photosynthetic ability has been lost, presumably over long evolutionary time scales, except for the early diverging apicomplexan Chromera which is sister to the remaining parasitic apicomplexans [17], and many genes involved in photosynthetic function have been lost, or are no longer expressed, from both the plastid (apicoplast) genome and the host nucleus.

While photosynthesis is relatively easy to document the presence of cryptic plastids (retention of plastids that lack photosynthetic pigments and light-energy derived carbon fixation) is more difficult. Plastids in many lineages are degenerate and difficult to recognize and are considered as “cryptic” plastids [18]. The confirmation of a cryptic plastid (the apicoplast) in an extremely well studied group of parasite, the apicomplexans, is only about 20 years old [19], revealing that plastids are difficult to confirm in non-photosynthetic lineages.

The heterotrophic dinoflagellates obtain primary carbon by ingesting other organisms [20] and loss of photosynthesis has occurred multiple times in dinoflagellate evolution [14]. It appears that some of the lineages diverging early in dinoflagellate evolution are non-photosynthetic [14], [21] again suggesting that they been without photosynthetic function for a long time. For example, recent studies on a heterotrophic early-diverging dinoflagellate Oxyrrhis marina indicate that it has a few genes for several biosynthetic pathways that are associated with plastids [22] but no genes associated with photosynthesis (e.g. the light harvesting or Calvin-Benson cycle), which may indicate an early ancestor with photosyhthesis, but the loss of many unused plastid functions over a long period. The Crypthecodinium cohnii (Gonyaulacales), a non-photosynthetic but later diverging dinoflagellate, has some genes associated with photosynthesis (e.g. ribulose-1,5-bisphosphate carboxylase/oxygenase) [23]. This species and Oxyrrhis marina [22] clearly show that they originally derived from a photosynthetic ancestors, with the transfer of the photobiont genes to the host nucleus, and that these transferred genes may still serve a function. Clearly plastids have functions beyond light-energy capture.

Still very little is known about how and why photosynthesis is lost outright or what occurs when photosynthetic function is no longer needed [24], [25]. The expression of genes may be a process that continues even after their functional utility has been lost. The selective advantage of reducing expression of these genes may be negligible and loss of function could be a stochastic process taking a long time. The continued expression of genes that have a plastid function, and plastid targeting, may aid in acquisition of alternate plastid, as has occurred often in dinoflagellates [5], [26]. Heterotrophic dinoflagellates therefore may make good candidates to study these stages of gene regulation once functional constraints (e.g. photosynthesis) have been removed. With this in mind we studied the heterotrophic dinoflagellate Pfiesteria piscicida using a large-scale EST data set to estimate expression of plastid genes and try to account for genes in important plastid biosynthetic pathways.

P. piscicida is a member of the family Pfiesteriaceae in the order Peridinales [27], a group containing mainly non-photosynthtic dinoflagellates. P. piscicida has been studied over the last 20 years as it is involved in fish deaths. While some aspects of its biology (life cycle and toxicity) are still controversial [28], [29], it is clear that P. piscicida is not photosynthetic and a TEM study could not find any membranous structures assignable as plastids [29]. P. piscicida has been implicated as being kleptoplastidic when it feeds upon cryptophyte algae as they have been shown to persist in vacuoles of starved P. piscicida for a week, apparently fixing carbon and accumulating starch [30].

In the present study, we identified many plastid-derived genes from both of the major photosynthetic pathways (light-dependent reaction and Calvin-Benson cycle) and other plastid-associated pathways (e.g. chorismate pathway).

Materials and Methods

Culture conditions

The strain of P. piscicida was originally isolated from Masan Bay (southern part of Korea) in July 2005 [31]. P. piscicida cells were added to 1-L polycarbonate (PC) bottles containing fresh medium. Bottles were capped, placed on a rotating wheel, incubated under an illumination of 20 µE/m2/s provided by cool-white fluorescent light on a 14∶10 h light-dark cycle. Perch blood cells were collected from the live fish purchased at seafood market. The serum was removed by washing the fish blood three times using PBS buffer after mild centrifugation. The washed blood cells were provided to P. piscicida. As the concentration of P. piscicida increased, cells were transferred to new 1-L PC bottles every 2 days and 1 mL of washed Perch blood cells were provided together. The fish blood cells were checked with fluorescence microscope every time. Although bacterial mRNA data could be easily eliminated from the EST dataset of P. piscicida because they do not have a poly-A tail of eukaryotic organism, the cultures were maintained with no visible bacterial contamination. We obtained forty 1-L bottles of dense culture of P. piscicida for pyrosequencing in 6 months. Samples were taken from the culture whenever they were transferred to other bottles and observed with a light microscope as well as a fluorescent microscope to check for contamination of any phototropic algae. Whenever any auto-fluorescence of photosynthetic phytoplankton was detected, whole culture batches were discarded and a new culture started. Eventually, we conducted these experiments using cultures without any algal contamination. In addition, to exclude possible contamination by other Pfiesteria-like heterotrophic dinoflagellates (so called PLDs) such as Stoeckeria spp., Luciella spp. and etc., PCR was performed using the DNA specific primers for detecting dinoflagellates before harvest [32].

RNA isolation and pyrosequencing

Total RNA from P. piscicida was isolated using Trizol (MRC Inc.) according to manufacturer's protocol. Twenty liters of P. piscicida cells were taken after 3 days of starvation and harvested by centrifugation at 1200g. After confirming no contamination using fluorescence microscope and PCR, the pellets were immediately frozen with liquid nitrogen and stored at –80°C. Isolated RNA was quantified spectrophotometrically or using RNA gel electrophoresis. mRNA was purified using Oligotex (Qiagen) following the manufacturer's instructions. Double-strand cDNA was synthesized using Just cDNA Double-stranded cDNA Synthesis Kit (Agilent Technologies, CA, USA) following the manufacturer's instructions. The cDNA was then sent to GNCBio company (Daejeon, Korea) for 454 pyrosequencing. The library preparation, GS-FLX titanium sequencing, assembly and annotation of sequencing data were carried out by GNCBio. To analyze the sequence data a web-based pipeline program for EST data analysis was established (http://genebank.kongju.ac.kr).

Identification of plastid-derived genes and bioinformatics

Possible contamination of bacterial mRNA was removed easily from the ESTs database. Putative plastid-derived genes were identified by closest sequence similarity with an E-value <1e−30. Nucleotide and amino acid sequence homology searches and comparison were carried out using BLAST on the NCBI GenBank database (http://blast.ncbi.nlm.nih.gov). Additional homology searches were carried out by comparing our translated EST database directly with the comprehensive chloroplast protein database of Arabidopsis thaliana [33] (Plastid protein database: http://www.plprot.ethz.ch, AT_Chloro database: http://www.grenoble.prabi.fr/at_chloro]. The sequences generated in this study were deposited in GenBank under accession number SRR837773.

Phylogenetic analysis

Putative plastid-derived translated sequences of P. piscicida were aligned with the highest BLAST hit sequences plus other genes homologs from a selection of other lineages, especially stramenopiles, alveolates and plants were available. Prokaryote homologs were used as outgroup sequences. Sequences were aligned with MAFFT [34] in the Geneious software package [35]. Amino acids datasets were analyzed under the WAG+Γ +I model. The phylogeny of putative plastid-derived genes was inferred by maximum likelihood (ML) using RAxML 7.2.8 [36] and Bayesian analysis using MrBayes [37]. Likelihoods were estimated using the WAG protein substitution model [38]. For ML, bootstrap support was performed with 100 replicates. For Bayesian analysis, a total of 1,000,000 generations were run and sampled every 1,000 generations with burn-in of 100,000 generations. Stationarity was assessed using Tracer v1.5 [39] and a burn-in of 1000 generations was applied.

5′-RACE PCR

Total RNA was isolated as described above. First and second strand cDNA was synthesized using SMART cDNA Library construction kit (Clontech, CA, USA) according to manufacturer's protocol. Synthesized cDNA was used as a template. Specific primers were designed using the contigs sequence (Table S1). PCR was carried out in a 50 μL reaction mixture containing DNA template, 20 pmole Spliced Leader primer and 20 pmole specific primers (Table S1), 1X Taq buffer, 2.5 mM MgCl2, and 1 unit of Taq DNA polymerase (Takara, Tokyo, Japan). PCR was performed for 35 cycles at 95°C for 20 sec, 50–55°C for 30 sec, and 72°C for 60 sec, followed by 72°C for 10 min. The PCR products were cloned into T-easy cloning vector (Promega, USA), and their sequences were determined using 3730xl DNA analyzer (Applied Biosystem).

Sub-cellular localization was predicted using CBS prediction program (http://www.cbs.dtu.dk/services).

Ethics statement

This research has been approved by Institutional Animal Care and Use Committees of Seoul National University.

Results

A total of 264 Mbp of ESTs were sequenced from P. piscicida and assembled to 151,091 unique clusters (29,170 contigs and 120,921 singletons) with an average length of 636 bp. When photosynthesis genes were searched in the databases, 8 major genes (57 contigs) involved in the Calvin-Benson cycle, out of 13 main genes usually placed in the cycle, were detected (Fig. 1). Four genes involved in chorismate pathway and starch metabolism were also detected. These Calvin-Benson cycle genes had several isoforms with BlastX hits not always to the same species (Table 1). For example, triose phosphate isomerase isoforms had hits to Dinophyta (Table 1). Fructose-1,6-bisphosphotase had most similarity to Heterokontophyta genes. This is partially supported in the phylogeny in which the isoforms form a clade with diatoms, to the exclusion of some, but not all Dinophyta (Fig. 2). Most Calvin-Benson cycle genes had either hits exclusively to Dinophyta genes, or contained a majority of hits to Dinophyta genes. The phylogeny of the two isoforms of ribose 5-phosphate isomerase was mostly poorly resolved, one isoform grouped (1.0 PP, 68% BP) with the peridinin-containing dinoflagellates (Heterocapsa and Prorocentrum) to the exclusion of other organisms (Fig. 3). While the alternate isoform showed no strong relationship but grouped weakly with a dinoflagellate containing a haptophyte plastid (Karlodinium). Transketolase grouped strongly with Dinophyta. An alternate isoform had unsupported relationships to any other member and appeared to be highly divergent.

Figure 1. Calvin-Benson cycle and associated pathways.

Figure 1

The genes found in Pfiesteria piscicida EST database were marked in red color.

Table 1. Photosynthesis genes involved in Calvin cycle and its associated pathways in Pfiesteria piscicida.

Gene match Contig (KNU ID) No. of reads Length (bp) GenBank match (Acc. No.) E-value (BlastX) Origin Phylum
Calvin cycle
Ribose-5-phosphate isomerase 320C004736 6 809 AAW79354 1.44E-96 Heterocapsa triquetra Dinophyta
320C018635 7 712 AAW79354 5.95E-108 Heterocapsa triquetra Dinophyta
Ribulose-phosphate 3-epimerase 320C010448 10 829 XP_002907019 1.05E-91 Phytophthora infestans Oomycota
Phosphoglycerate kinase 320C003700 12 719 AAW79324 1.88E-76 Heterocapsa triquetra Dinophyta
320C003327 11 897 BAE07167 1.55E-157 Karenia brevis Dinophyta
320C004509 9 301 AAW79324 1.56E-45 Heterocapsa triquetra Dinophyta
320C004555 40 2039 BAE07174 0 Heterocapsa triquetra Dinophyta
320C005438 44 1699 AAW79324 0 Heterocapsa triquetra Dinophyta
320C015232 15 538 EGZ09335 9.22E-58 Phytophthora sojae Oomycota
320C019628 30 528 BAE07174 2.23E-77 Heterocapsa triquetra Dinophyta
320C019872 45 1233 XP_002771110 0 Perkinsus marinus Dinophyta
320C019994 48 1372 AAU20794 0 Heterocapsa triquetra Dinophyta
320C029471 23 741 AAW79324 2.30E-127 Heterocapsa triquetra Dinophyta
320C029472 8 625 AAW79324 1.50E-116 Heterocapsa triquetra Dinophyta
320C029883 19 671 AAU20794 8.29E-127 Heterocapsa triquetra Dinophyta
320C030136 21 592 AAW79324 2.81E-105 Heterocapsa triquetra Dinophyta
Triose phosphate isomerase 320C001323 44 1207 XP_002785920 2.52E-90 Perkinsus marinus Dinophyta
320C010455 26 553 XP_002785920 2.90E-55 Perkinsus marinus Dinophyta
320C015974 6 610 EGB07870 1.73E-70 Aureococcus anophagefferens Heterokontophyta
320C019342 11 369 XP_002776078 1.06E-40 Perkinsus marinus Dinophyta
Transketolase 320C005680 7 553 AAW79357 2.04E-88 Heterocapsa triquetra Dinophyta
320C008908 29 2188 ABP35605 0 Karlodinium micrum Dinophyta
320C023136 6 670 AAW79357 6.80E-68 Heterocapsa triquetra Dinophyta
Fructose-1,6-bisphosphatase 320C011913 13 1030 EGB05300 7.51E-114 Aureococcus anophagefferens Heterokontophyta
320C012917 10 970 EGB05300 7.00E-107 Aureococcus anophagefferens Heterokontophyta
Fructose-bisphosphate aldolase 320C003750 48 1224 ACU44982 0 Pfiesteria piscicida Dinophyta
320C013991 14 1270 ZP_09081006 1.98E-73 Mycobacterium thermoresistibile Actinobacteria
320C018990 41 247 ACU44985 1.78E-44 Pfiesteria piscicida Dinophyta
320C022296 37 603 ZP_09685324 9.32E-80 Mycobacterium tusciae Actinobacteria
320C025487 4 654 NP_001242086 1.57E-51 Glycine max Steptophyta
320C026884 9 451 ACU44982 5.96E-86 Pfiesteria piscicida Dinophyta
320C029593 173 956 ACU44982 0 Pfiesteria piscicida Dinophyta
320C029818 9 428 ACU44985 8.91E-47 Pfiesteria piscicida Dinophyta
Glyceraldehyde-3-phosphate dehydrogenase 320C000795 23 442 ABI14256 1.42E-71 Pfiesteria piscicida Dinophyta
320C001994 31 1028 ABI14256 0 Pfiesteria piscicida Dinophyta
320C002033 34 839 ABI14256 4.72E-156 Pfiesteria piscicida Dinophyta
320C005475 54 1163 ABI14256 0 Pfiesteria piscicida Dinophyta
320C006386 9 379 ABI14256 4.22E-72 Pfiesteria piscicida Dinophyta
320C006750 17 1029 ABI14256 0 Pfiesteria piscicida Dinophyta
320C013130 5 558 AAM68968 7.23E-105 Pyrocystis lunula Dinophyta
320C018125 31 332 ABI14256 2.91E-70 Pfiesteria piscicida Dinophyta
320C019394 16 323 ABI14256 5.71E-66 Pfiesteria piscicida Dinophyta
320C019399 17 373 AAD01872 4.67E-61 Gonyaulax polyedra Dinophyta
320C019466 11 526 ABI14256 1.07E-99 Pfiesteria piscicida Dinophyta
320C019568 33 268 ABI14256 1.74E-33 Pfiesteria piscicida Dinophyta
320C019569 36 568 ABI14256 3.70E-107 Pfiesteria piscicida Dinophyta
320C019675 70 1155 ABI14256 0 Pfiesteria piscicida Dinophyta
320C021271 26 460 ABI14256 5.80E-98 Pfiesteria piscicida Dinophyta
320C021272 18 305 ABI14256 1.41E-64 Pfiesteria piscicida Dinophyta
320C024424 29 1152 ABI14256 0 Pfiesteria piscicida Dinophyta
320C028250 17 235 ABI14256 4.08E-30 Pfiesteria piscicida Dinophyta
320C028251 27 598 ABI14256 6.27E-124 Pfiesteria piscicida Dinophyta
320C028711 43 449 ABI14256 3.86E-72 Pfiesteria piscicida Dinophyta
320C029251 39 507 ABI14256 2.84E-103 Pfiesteria piscicida Dinophyta
320C029375 52 306 ABI14256 2.80E-64 Pfiesteria piscicida Dinophyta
320C029606 17 323 ABI14256 2.27E-65 Pfiesteria piscicida Dinophyta
320C029641 30 307 ACU45110 2.26E-42 Pfiesteria piscicida Dinophyta
Chorismate pathway
EPSP synthase 320C004635 3 468 CBN78624 1.89E-26 Ectocarpus siliculosus Heterokontophyta
Chorismate synthase 320C003600 19 1113 XP_002773541 9.95E-138 Perkinsus marinus Dinophyta
Tryptophane synthase (alpha/beta chain) 353S011114 1 512 CBQ69006 2.55E-57 Sporisorium reilianum Basidiomycota
320C002990 28 1622 EGD82890 1.40E-151 Salpingoeca sp. Choanozoa
320C004481 10 698 CBN77109 1.14E-75 Ectocarpus siliculosus Heterokontophyta
320C019217 6 657 EKX40150 5.30E-89 Guillardia theta Cryptophyta
Gluconeogenesis
Glucose-6-phosphate isomerase 320C002437 28 836 ABH11438 8.00E-167 Pyrocystis lunula Myzozoa
320C027875 12 516 3.54E-81
320C011436 5 472 ABH11437 8.05E-53 Lingulodinium polyedrum Dinophyta
Starch and sucrose metabolism
Soluble starch synthase 320C001989 14 1781 XP_004307998 3.14E-75 Fragaria vesca Steptophyta
320C000390 24 1506 EKX37680 1.47E-110 Guillardia theta Cryptophyta
320C018048 66 2042 EKX45880 4.44E-118
Total: 69 1736

Figure 2. Maximum likelihood trees (WAG + I + Γ model) inferred from Pfiesteria piscicida protein sequences and assorted “protistan” lineages.

Figure 2

Numbers above nodes indicate posterior probabilities and RAXML bootstrap percentages. * = 1.00 PP and 100% RAxML BP. Values <50% are not shown.

Figure 3. Maximum likelihood trees(RaXML, WAG + I + Γ model) inferred from Pfiesteria piscicida protein sequences and assorted plastid endosymbiont lineages.

Figure 3

psbA protein – alignment length 282 amino acids. Ribose-5-phosphate isomerase protein – alignment length 231 amino acids. Numbers above nodes indicate posterior probabilities and RAXML bootstrap percentages. * = 1.00 PP and 100% RAxML BP. Values <50% are not shown.

Although P. piscicida does not have any visible chloroplast several genes annotated for light reaction center were also detected (Fig. 4). Most light-dependent reaction genes showed high similarity with those of photosynthetic dinoflagellates containing diatoms as endosymbionts (the so called dinotoms, e.g. Durinskia, Table 2) [40]. Our phylogenetic relationships clearly place the psbA isoform with this Heterokontophyta to the exclusion of Dinophyta (Fig. 3).

Figure 4. A diagram showing chloroplast membrane genes and light reaction center genes.

Figure 4

The genes found in Pfiesteria piscicida EST database are marked in red color.

Table 2. Light-dependent reaction genes expressed in Pfiesteria piscicida.

Gene match Contig (KNU ID) No. of reads Length (bp) GenBank match (Acc. No.) E-value (BlastX) Origin Phylum
Photosystem II reaction center protein D1 (psbA) 320C006591 8 894 YP_874444 2.8E-168 Phaeodactylum tricornutum Heterokontophyta
Photosystem II D2 (psbD) 353S009155 1 505 ACA49204 5.0E-87 Kryptoperidinium foliaceum Dinophyta/Heterokontophyta
Photosystem I P700 chlorophyll a apoprotein A (psaA) 353S013648 1 294 YP_004072597 3.65E-45 Thalassiosira oceanica Heterokontophyta
353S005742 1 429 YP_003734951 1.07E-81 Durinskia baltica Dinophyta/Heterokontophyta
353S008229 1 411 YP_003734525 6.72E-72 Kryptoperidinium foliaceum Dinophyta/Heterokontophyta
Photosystem I protein F 353S004412 1 460 YP_003734953 1.58E-61 Durinskia baltica Dinophyta/Heterokontophyta
Photosystem II chlorophyll A core antenna apoprotein CP43 353S020420 1 417 YP_003734530 1.59E-53 Kryptoperidinium foliaceum Dinophyta/Heterokontophyta
Total: 7 14

Phylogenetic analysis of other genes associated with photosynthetic organisms (hydroxymethylbilane synthase (HMBS) and ascorbate peroxidase) are either poorly resolved as far as placement of the P. piscicida (Fig. 2). An isoform of HMBS did not clearly group with any particular lineage (it weakly affiliated with the cryptophyte Guillardia theta but without any support) but was distinct from Archaeplastida sequences. In the ascorbate peroxidase phylogeny, P. piscicida formed a strongly supported clade (100%) with homologues from the non-photosynthetic dinoflagellate Crypthecodinium cohnii, which has been revealed from molecular evidence to harbor a relict plastid [23] (Fig. 2).

When the ESTs data were compared with the comprehensive chloroplast protein database of Arabidopsis thaliana [33] about 544 contigs (1.86% of total contigs) from P. piscicida showed significant homology (E-value <e−50) with the chloroplast proteins of A. thaliana (Table S2). About 23.5% (162 out of 690 proteins) of plastid-targeted proteins of A. thaliana were found in the P. piscicida EST dataset, with E-value <e−50 suggesting that there are far more photosynthetic genes still remained and expressed in P. piscicida.

The presence of photosynthetic genes in P. piscicida genome was confirmed using 5′-RACE PCR for 15 selected genes. Sub-cellular localization of these genes were shown using CBS prediction program (Table 3). Among them five genes contained Spliced Leader, a signature sequence of P. piscicida, at their 5′ ends (Fig. 5).

Table 3. List of contigs used for 5′-RACE and prediction of sub-cellular location.

Gene match Contig (KNU ID) cTP mTP SP Other Loc RC TPlen Note
Chloroplast FtsH protease 320C008843 0.044 0.251 0.168 0.74 - 3 - ESTs
Alpha-amylase 320C010144 0.071 0.146 0.109 0.825 - 2 - ESTs
Chaperonin 320C019442 0.083 0.298 0.089 0.613 - 4 - ESTs
Fructose-bisphosphate aldolase 320C018990 0.035 0.033 0.062 0.955 - 1 - SL
Glyceraldehyde-3-phosphate dehydrogenase 320C019568 0.031 0.616 0.102 0.293 M 4 55 SL
320C019569 0.031 0.672 0.05 0.38 M 4 55 SL
320C019675 0.022 0.62 0.093 0.325 M 4 55 SL
320C028250 0.02 0.761 0.08 0.22 M 3 55 SL
320C024424 0.014 0.637 0.133 0.297 M 4 55 ESTs
Peptidyl-prolyl isomerase 320C016005 0.03 0.263 0.813 0.015 S 3 18 ESTs
320C018648 0.113 0.205 0.04 0.813 - 2 - ESTs
Phosphoglycerate kinase 320C005438 0.056 0.128 0.05 0.775 - 2 - ESTs
Splicing factor Prp8 320C008393 0.047 0.125 0.142 0.904 - 2 - ESTs
Pyruvate kinase 320C021827 0.098 0.101 0.149 0.795 - 2 - ESTs
Triosephosphate isomerase 320C001323 0.334 0.207 0.018 0.4 - 5 - ESTs
Total: 15

SL: PCR with Spliced Leader sequence. CBS prediction program was used for analyzing sub-cellular location of each gene.

Figure 5. Multiple alignments of 5′ end sequences of GAPDH and fructose-bisphosphate aldolase showing the location of Spliced Leader sequence and specific primer (black lines on the top).

Figure 5

5′ UTR and open reading frame (ORF) were shown with red arrows.

Discussion

Our results show that Pfiesteria piscicida expresses numerous genes involved in metabolic pathways of plastids despite it not having any sub-cellular membranous structure assignable to plastids [29]. The heterogeneous origins of the plastid genes (especially the genes directly related to photosynthesis) suggest that P. piscicida had experienced multiple endosymbioses, both from a secondary plastid (grouping with peridinin-containing dinoflagellate lineages) and at least one tertiary endosymbiosis (grouping with diatoms that have formed endosymbioses with dinoflagellates). This mixed origin of photosynthetic genes has been reported previously for the photosynthetic dinoflagellate Karlodinium veneficum (as K. micrum) which contains genes both of secondary-endosymbiotic origin and tertiary-endosymbiotic origin, from a haptophyte [15]. Genes for photosynthesis have also been reported in heterotrophic dinoflagellates. The early branching dinoflagellate Oxyrrhis marina has several genes associated with plastids but no genes directly involved in the light-reaction or the Calvin-Benson cycle [22]. This is the first report in which many (or a majority with reference to the Calvin-Benson cycle) of the genes involved in photosynthesis have been found in a heterotrophic dinoflagellate. Interestingly genes that are normally located in the plastid (e.g. psaA and psbA) are found in the transcriptome of P. piscicida. Mass transfer of genes from the plastid genome to the nucleus is well documented in dinoflagellates that have a peridinin-containing plastid [41], [42]. Our data would indicate that plastid gene transfer may even occur from a tertiary plastid. While all phylogenetic reconstructions of these ancient endosymbiotic lateral gene transfers need to be interpreted cautiously [10], [16], it is clear that many homologs of both the light reaction and the Calvin-Benson cycle are expressed in this non-photosynthetic organisms.

While the phylogeny of dinoflagellates is not fully resolved [43] due to low support for many clades, P. piscicida belongs to the Peridinales (or the Gymnodiniales-Peridinales-Prorocentrales [44]. The Peridinales also contains the “dinotoms”, a group that contains the genera Kryptoperidinium and Durinskia that harbor a tertiary diatom endosymbionts. These raphe containing diatoms (Bacillariophyceae) are unique to dinoflagellates [45] and our results suggest that P. piscicida has also had a previous symbiosis with these diatoms or some common ancestor. The light-reaction genes are often more closely related to the “diatom-plastid” than to other free-living diatoms. This tertiary symbiosis could be an ancestral characteristic of the Peridinales, which has only been retained in a few genera but left its mark in the genome. Future genomics of Peridinales heterotrophic dinoflagellates may elucidate the ancestral nature of this symbiosis.

Genes related to photosynthesis are usually lost in heterotrophic or parasitic organisms, even if the organelle is maintained [46][48]. Our results showed that the genes involved in photosynthesis and associated pathways occupy about 0.26% of total ESTs in P. piscicida. The presence of a Spliced Leader, a signature sequence of P. piscicida, in chosen photosynthetic genes is strong evidence that these genes are indeed encoded and expressed in this species. When we simply compare the EST database with the chloroplast protein database of Arabidopsis thaliana, the number becomes 1.86% of total ESTs. This would be a resource costly activity in P. piscicida if it had no utility. We suggest several possibilities: One that some photosynthetic genes may be used in some other cellular process. Secondly, the continued expression of plastid genes in P. piscicida is non-functional and selection has not removed expression of these genes and this is compensated for by aggressive feeding by P. piscicida. Thirdly, P. piscicida may get some benefit in being able to maintain these genes to prolong functioning of captured photosynthetic organism or plastid (i.e. kleptoplasty).

Many of the genes matching the Arabidopsis proteome database may function in other cellular compartments. Aromatic amino acids produced in the chorismate pathway are produced in the plastids of higher plants but their cellular location in other lineages may be elsewhere [49]. It is also suggested that photosynthetic genes may perform limited carbon fixation [50] while other genes clearly have homology to other non-plastid genes that may be acquired from HGT from bacteria, e.g. EF-Tu [51].

It is also possible that P. piscicida may have cryptic plastid still not found. Non-photosynthetic plastids are very difficult to identify. A good example is provided by stramenopiles (or heterokonts) belonging to the clade Dictyochophyceae. Based solely on ultrastructural data, it was postulated that they lost their secondary plastids [7]. However, later studies demonstrated the existence of non-photosynthetic plastids with four envelope membranes and an ER-like outermost membrane connected with the nuclear envelope in these stramenopiles [52]. Recently, Fernández-Robledo et al. [53] reported problems with the identification of a non-photosynthetic plastid in the well-investigated parasite Perkinsus marinus. Question still remains in either case; why are these photosynthetic genes still expressed if not for its own functional plastids?

P. piscicida is an aggressive predator that could even control other algal blooms [31] and predators on fish [54]. P. piscicida feeds with a peduncle (i.e. feeding tube) extracting cell contents from prey into food vacuoles and thus plastids of algal prey could be transferred into the predator's protoplasm without damage [31]. There is a possibility that these acquired plastids work as “kleptoplasts” inside the predator cell. Lewitus et al. [30] reported that plastid of ingested cryptophytes persisted in vacuoles of P. piscicida for a week and were apparently fixing small amount of carbon and accumulating starch grains. Additionally, Feinstein et al. [55] showed that the growth rate of P. piscicida fed on the cryptophyte Rhodomonas sp. at saturating light levels was almost twice as in the darkness. Jeong et al. [31] reported that the gross growth efficiency of P. piscicida fed on Rhodomonas salina exceeded 100%, which suggests the possibility of kleptoplastidy. However, kleptoplastidic photosynthesis alone is not enough for the survival of P. piscicida as the number of P. piscicida cells decreased as soon as prey cells were removed and was even faster in the light than in the dark [5], [31], [55]. Recently, Johnson [5] suggested that the enhanced growth of some heterotrophic dinoflagellates including P. piscicida may be due to enhanced predation rather than kleptoplastidy. Considering its wide spectrum of prey, it is hard to believe that the numerous plastid genes of P. piscicida are used only by its kleptoplastids. Actually, it was initially suggested that unusual dinoflagellate plastids (e.g. the fucoxanthin plastid of Karenia and Karlodinium) adapted the targeting machinery and hundreds of nucleus-residing plastid genes of the ancestral peridinin plastid. However, the genomic studies by Yoon et al. [11] and Patron et al. [15] questioned the hypothesis. They found that the fucoxanthin plastid uses mainly genes derived from its haptophyte ancestor.

So why does P. piscicida cell express so many photosynthetic genes? It is possible that there is reduced selection on the removal and reduction on their expression in these genes. A consequence of this is that heterotrophic dinoflagellates may more easily acquire and maintain symbiotic plastids. The serial replacement of one plastid and another has been seen in the dinotomes (diatom-containing dinoflagellates) [45] and is more prevalent in dinoflagellates than any other group of eukaryotic organisms [56].

Our comprehensive EST data set of the heterotrophic dinoflagellate P. piscicida indicated that this organism still expresses a large complement of plastid derived-genes and genes involved with photosynthesis. These genes have mixed phylogenetic histories and indicate the complex nature of predation, symbiosis and plastid loss that is a common feature of dinoflagellates, and may give us insight into how dinoflagellates so readily change plastid throughout their history.

Supporting Information

Table S1

Used primer sets for 5′RACE PCR.

(PDF)

Table S2

ESTs database of Pfiesteria piscicida contigs associated with the plastid through the chloroplast protein database of Arabidopsis thaliana and their BLAST analysis.

(PDF)

Acknowledgments

We thank Dr. Tatyana A. Klochkova for the help during manuscript preparation.

Funding Statement

This research was partially supported by a grant from Ecological Disturbance Program funded by KIMST/MOF award to HJJ and a grant from the Extreme Genomics Program funded by the Ministry of Land, Transport and Maritime Affairs of the Korean Government to GHK. This research was partially supported by the National Research Foundation of Korea (grant NRF 20120006718 to GHK). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  • 1. Fast NM, Kissinger JC, Roos DS, Keeling PJ (2001) Nuclear-encoded, plastid-targeted genes suggest a single common origin for apicomplexan and dinoflagellate plastids. Mol Biol Evol 18: 418–426. [DOI] [PubMed] [Google Scholar]
  • 2. Archibald JM (2009) The puzzle of plastid evolution. Curr Biol 19: R81–R88. [DOI] [PubMed] [Google Scholar]
  • 3. Kim E, Archibald JM (2010) Plastid evolution: gene transfer and the maintenance of “stolen” organelles. BMC Biol 8: 73. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4. Reyes-Prieto A, Moustafa A, Bhattacharya D (2008) Multiple genes of apparent algal origin suggest ciliates may once have been photosynthetic. Curr Biol 18: 956–962. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Johnson MD (2011) The acquisition of phototrophy: Adaptive strategies of hosting endosymbionts and organelles. Photosynth Res 107: 117–132. [DOI] [PubMed] [Google Scholar]
  • 6. Janouškovec J, Horák A, Oborník M, Lukeš J, Keeling PJ (2010) A common red algal origin of the apicomplexan, dinoflagellate, and heterokont plastids. Proc Natl Acad Sci USA 107: 10949–10954. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Cavalier-Smith T (1999) Principles of protein and lipid targeting in secondary symbiogenesis: Euglenoid, Dinoflagellate, and Sporozoan plastid origins and the eukaryote family tree. J Eukaryot Microbiol 46: 347–366. [DOI] [PubMed] [Google Scholar]
  • 8. Keeling PJ (2009) Chromalveolates and the evolution of plastids by secondary endosymbiosis. J Eukaryot Microbiol 56: 1–8. [DOI] [PubMed] [Google Scholar]
  • 9. Baurain D, Brinkmann H, Petersen J, Rodríguez-Ezpeleta N, Stechmann A, et al. (2010) Phylogenomic evidence for separate acquisition of plastids in cryptophytes, haptophytes, and stramenopiles. Mol Biol Evol 27: 1698–1709. [DOI] [PubMed] [Google Scholar]
  • 10. Burki F, Okamoto N, Pombert JF, Keeling PJ (2012) The evolutionary history of haptophytes and cryptophytes: Phylogenomic evidence for separate origins. Proc Biol Sci 279: 2246–2254. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11. Yoon HS, Hackett JD, Bhattacharya D (2002) A single origin of the peridinin- and fucoxanthin-containing plastids in dinoflagellates through tertiary endosymbiosis. Proc Natl Acad Sci USA 99: 11724–11729. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12. Shalchian-Tabrizi K, Skånseng M, Ronquist F, Klaveness D, Bachvaroff TR, et al. (2006) Heterotachy processes in rhodophyte-derived secondhand plastid genes: Implications for addressing the origin and evolution of dinoflagellate plastids. Mol Biol Evol 23: 1504–1515. [DOI] [PubMed] [Google Scholar]
  • 13. Gould SB, Waller RF, MacFadden GI (2008) Plastid evolution. Ann Rev Plant Biol 59: 491–517. [DOI] [PubMed] [Google Scholar]
  • 14. Saldarriaga JF, Taylor FJ, Keeling PJ, Cavalier-Smith T (2001) Dinoflagellate nuclear SSU rRNA phylogeny suggests multiple plastid losses and replacements. J Mol Evol 53: 204–213. [DOI] [PubMed] [Google Scholar]
  • 15. Patron NJ, Waller RF, Keeling PJ (2006) A tertiary plastid uses genes from two endosymbionts. J Mol Biol 357: 1373–1382. [DOI] [PubMed] [Google Scholar]
  • 16. Deschamps P, Moreira D (2012) Reevaluating the green contribution to diatom genomes. Genome Biol Evol 4: 683–688. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17. Moore RB, Oborník M, Janouškovec J, Chrudimský T, Vancová M, et al. (2008) A photosynthetic alveolate closely related to apicomplexan parasites. Nature 451: 959–963. [DOI] [PubMed] [Google Scholar]
  • 18. Williams BAP, Hirt RP (2004) RACE and RAGE cloning in parasitic microbial eukaryotes. Methods Mol Biol 270: 151–172. [DOI] [PubMed] [Google Scholar]
  • 19. McFadden GI (2010) The apicoplast. Protoplasma 248: 641–650. [DOI] [PubMed] [Google Scholar]
  • 20. Jeong HJ, Yoo YD, Kim JS, Seong KY, Kang NS, et al. (2010) Growth, feeding and ecological roles of the mixotrophic and heterotrophic dinoflagellates in marine planktonic food webs. Ocean Sci J 45: 65–91. [Google Scholar]
  • 21. Leander B, Keeling PJ (2004) Early evolutionary history of dinoflagellates and apicomplexans (Alveolata) as inferred from hsp90 and actin phylogenies. J Phycol 40: 341–350. [Google Scholar]
  • 22. Slamovits CH, Keeling PJ (2008) Plastid-derived genes in the nonphotosynthetic alveolate Oxirrhis marina . Mol Biol Evol 25: 1297–1306. [DOI] [PubMed] [Google Scholar]
  • 23. Sanchez-Puerta MV, Lippmeier JC, Apt KE, Delwiche CF (2007) Plastid genes in a non-photosynthetic dinoflagellate. Protist 158: 105–117. [DOI] [PubMed] [Google Scholar]
  • 24. Huang J, Mullapudi N, Lancto CA, Scott M, Abrahamsen MS, et al. (2004) Phylogenomic evidence supports past endosymbiosis, intracellular and horizontal gene transfer in Cryptosporidium parvum . Genome Biol 5: R88. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25. Tyler BM, Tripathy S, Zhang X, Dehal P, Jiang RH, et al. (2006) Phytophthora genome sequences uncover evolutionary origins and mechanisms of pathogenesis. Science 313: 1261–1266. [DOI] [PubMed] [Google Scholar]
  • 26. Wisecaver JH, Hackett JD (2010) Transcriptome analysis reveals nuclear-encoded proteins for the maintenance of temporary plastids in the dinoflagellate Dinophysis acuminata. . BMC Genomics 11: 366. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Hoppenrath M, Leander BS (2010) Dinoflagellate phylogeny as inferred from heat shock protein 90 and ribosomal gene sequences. PLoS One 5: e13220 doi:10.1371/journal.pone.0013220 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Kaiser J (2002) The science of Pfiesteria: Elusive, subtle, and toxic. Science 298: 346–349. [DOI] [PubMed] [Google Scholar]
  • 29. Burkholder JM, Marshall HG (2012) Toxigenic Pfiesteria species – updates on biology, ecology, toxins, and impacts. Harmful Algae 14: 196–230. [Google Scholar]
  • 30. Lewitus AJ, Burkholder JM, Glasgow Jr HB, Glibert PM, Willis BM, et al. (1999) Mixotrophy and nitrogen uptake by Pfiesteria piscicida (Dinophyceae). J Phycol 35: 1430–1437. [Google Scholar]
  • 31. Jeong HJ, Ha JH, Park JY, Kim JH, Kang NS, et al. (2006) Distribution of the heterotrophic dinoflagellate Pfiesteria piscicida in Korean waters and its consumption of mixotrophic dinoflagellates, raphidophytes and fish blood cells. Aquat Microb Ecol 44: 263–278. [Google Scholar]
  • 32. Jeong HJ, Kim JS, Park JY, Kim JH, Kim S, et al. (2005) Stoeckeria algicida n. gen., n. sp. (Dinophyceae) from the coastal waters off southern Korea: Morphology and small subunit ribosomal DNA gene sequence. J Eukaryot Microbiol 52: 382–390. [DOI] [PubMed] [Google Scholar]
  • 33. Kleffmann T, Russenberger D, Zychlinski AV, Christopher W, Sjolander K, et al. (2004) The Arabidopsis thaliana chloroplast proteome reveals pathway abundance and novel protein functions. Curr Biol 14: 354–362. [DOI] [PubMed] [Google Scholar]
  • 34. Katoh K, Misawa K, Kuma KI, Miyata T (2002) MAFFT: A novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res 30: 3059–3066. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Drummond AJ, Ashton B, Buxton S, Cheung M, Cooper A, et al. (2012) Geneious v5.6. Available at: http://www.geneious.com. Accessed on: 5 January 2013.
  • 36. Stamatakis A (2006) RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models. Bioinformatics 22: 2688–2690. [DOI] [PubMed] [Google Scholar]
  • 37. Ronquist F, Huelsenbeck JP (2003) MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics 19: 1572–1574. [DOI] [PubMed] [Google Scholar]
  • 38. Whelan S, Goldman N (2001) A general empirical model of protein evolution derived from multiple protein families using a maximum-likelihood approach. Mol Biol Evol 18: 691–699. [DOI] [PubMed] [Google Scholar]
  • 39.Rambaut A, Drummond AJ (2009) Tracer v.1.5.0. Available at: http://beast.bio.ed.ac.uk/Tracer. Accessed on: 5 January 2013.
  • 40. Imanian B, Pombert J-F, Keeling PJ (2010) The complete plastid genomes of the two “Dinotoms” Durinskia baltica and Kryptoperidinium foliaceum . PLoS One 5: e10711 doi:10.1371/journal.pone.0010711 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41. Bachvaroff T, Concepcion GT, Rogers CR, Herman EM, Delwiche CF (2004) Dinoflagellate expressed sequence tag data indicate massive transfer of chloroplast genes to the nuclear genome. Protist 155: 65–78. [DOI] [PubMed] [Google Scholar]
  • 42. Hackett JD, Yoon HS, Soares MB, Bonaldo MF, Casavant TL, et al. (2004) Migration of the plastid genome to the nucleus in a peridinin dinoflagellate. Curr Biol 14: 213–218. [DOI] [PubMed] [Google Scholar]
  • 43. Murray S, Flø Jørgensen M, Ho SYW, Patterson DJ, Jermiin LS (2005) Improving the analysis of dinoflagellate phylogeny based on rDNA. Protist 156: 269–286. [DOI] [PubMed] [Google Scholar]
  • 44. Wisecaver JH, Hackett JD (2011) Dinoflagellate genome evolution. Annu Rev Microbiol 65: 369–387. [DOI] [PubMed] [Google Scholar]
  • 45. Horiguchi T, Takano Y (2006) Serial replacement of a diatom endosymbiont in the marine dinoflagellate Peridinium quinquecorne (Peridiniales, Dinophyceae). Phycol Res 54: 193–200. [Google Scholar]
  • 46. Gockel G, Hachtel W (2000) Complete gene map of the plastid genome of the nonphotosynthetic euglenoid flagellate Astasia longa . Protist 151: 347–351. [DOI] [PubMed] [Google Scholar]
  • 47. Cai X, Fuller L, McDougald L, Zhu G (2003) Apicoplast genome of the coccidian Eimeria tenella . Gene 321: 39–46. [DOI] [PubMed] [Google Scholar]
  • 48. Foth BJ, Ralph SA, Tonkin CJ, Struck NS, Fraunholz M, et al. (2003) Dissecting apicoplast targeting in the malaria parasite Plasmodium falciparum . Science 299: 705–708. [DOI] [PubMed] [Google Scholar]
  • 49. Richards TA, Dacks JB, Campbell SA, Blanchard JL, Foster PG, et al. (2006) Evolutionary origins of the eukaryotic shikimate pathway: gene fusions, horizontal gene transfer, and endosymbiotic replacements. Eukaryot Cell 5: 1517–1531. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50. Wolfe A, dePamphilis CW (1998) The effect of relaxed functional constraints on the photosynthetic gene rbcL in photosynthetic and nonphotosynthetic parasitic plants. Mol Biol Evol 15: 1243–1258. [DOI] [PubMed] [Google Scholar]
  • 51. Keeling PJ, Palmer JD (2008) Horizontal gene transfer in eukaryotic evolution. Nat Rev Genet 9: 605–618. [DOI] [PubMed] [Google Scholar]
  • 52. Sekiguchi H, Moriya M, Nakayama T, Inouye I (2002) Vestigial chloroplasts in heterotrophic stramenopiles Pteridomonas danica and Ciliophrys infusionum (Dictyochophyceae). Protist 153: 157–167. [DOI] [PubMed] [Google Scholar]
  • 53. Fernández-Robledo JA, Caler E, Matsuzaki M, Keeling PJ, Shanmugam D, et al. (2011) The search for the missing link: a relic plastid in Perkinsus? Int J Parasitol 41: 1217–1229. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54. Vogelbein WK, Lovko VJ, Shields JD, Reece KS, Mason PL, et al. (2002) Pfiesteria shumwayae kills fish by micropredation not exotoxin secretion. Nature 418: 967–970. [DOI] [PubMed] [Google Scholar]
  • 55. Feinstein TN, Traslavina R, Sun M, Lin S (2002) Effects of light on photosynthesis, grazing, and population dynamics of the heterotrophic dinoflagellate Pfiesteria piscicida (Dinophyceae). J Phycol 38: 659–669. [Google Scholar]
  • 56. Keeling PJ (2010) The endosymbiotic origin, diversification and fate of plastids. Philos Trans R Soc Lond B Biol Sci 365: 729–748. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Table S1

Used primer sets for 5′RACE PCR.

(PDF)

Table S2

ESTs database of Pfiesteria piscicida contigs associated with the plastid through the chloroplast protein database of Arabidopsis thaliana and their BLAST analysis.

(PDF)


Articles from PLoS ONE are provided here courtesy of PLOS

RESOURCES