Phylogenetic diversity of bacterial endophytes
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F ISH 技术的探针要求必须具有较好的特异性、灵敏性和良好的组织渗透性。
根据需要合成的DNA或RNA寡核苷酸探针可识别靶序列内一个碱基的变化, 能够用酶学或化学方法进行非放射性标记。
F ISH 技术不仅能提供静止的实验结果, 还可以动态地观察流动水体中的微生物种群变化, 因此FISH 技术被用于监测环境中微生物在时间或空间上的动态变化, 以帮助人们理解环境中微生物种群的组成和生长动力学。
FISH 的首次应用是在1980 年,Bauman [1]等用荧光染料直接标记探针RNA的3'端,检测到了特异的DNA,1988 年Giovnanoni [2]等将FISH 技术引进到了细菌学,他第一次用放射性同位素标记已知的rRNA寡核苷酸探针进行细菌的显微镜观察,随后该技术在系统发育微生物学、微生物生态学、微生物的诊断和周围环境的研究中得到了迅速的发展。
目前在单一样品( 如纯培养菌种) 检测中的应用已十分普遍,准确度较高[3,4],但在复杂样品( 如活性污泥) 检测中的应用仍不成熟,易受到样品中所含杂质的影响,出现假阳性或假阴性信号[5]。
本文采用细菌通用探针EUB338,结合DAPI全细胞染色技术,探讨了针对活性污泥样品的荧光原位杂交实验方法,并对自发荧光和真实信号的辨别要点进行了讨论。
[7] Bauman J G J ,Wiegant J ,V an Duijn P . Cytochemical hybridization with fluorochromelabeled RNA. Ⅲ. Increased sensitivity by the use of anti-fluorescein antibodies[J]. Histochemistry,1981,73(4): 181-193[8]Giovannoni S J ,DeLong E F ,Olsen G J ,Pace N R . Phylogenetic group-specific oligodeoxynucleotide Probes for identification of single microbial cells[J]. Bacteriol,1988,170(21): 720-726.[3]万春黎. 同步脱氮脱硫工艺生物强化及种群动态分析初探[M]. 哈尔滨:哈尔滨工业大学,2006.123-127[4]任艳红. 降解五氯酚厌氧生物反应器微生物种群结构的分子特性研究[M]. 浙江: 浙江大学,2004.342-145[5]王明义,袁晓燕,宋雪珍,等. 荧光原位杂交法在检测硫酸盐还原菌中的应用[J].中国现代医学杂志,2008,18( 3) :302-304.荧光原位杂交技术结合分子生物学的精确性和显微镜的可视性, 可进行微生物的空间分布情况分析和特征性微生物的鉴定与定量分析。
叶绿体系统发育基因组学的研究进展*张韵洁,李德铢**(中国科学院昆明植物研究所生物多样性与生物地理学重点实验室,云南昆明650201)摘要:系统发育基因组学是由系统发育研究和基因组学相结合产生的一门崭新的交叉学科。
近年来,在植物系统发育研究中,基于叶绿体基因组的系统发育基因组学研究优势渐显端倪,为一些分类困难类群的系统学问题提出了解决方案,但同时也存在某些问题。
本文结合近年来叶绿体系统发育基因组学研究中的一些典型实例,讨论了叶绿体系统发育基因组学在植物系统关系重建中的价值和应用前景,并针对其存在问题进行了探讨,其中也涉及了新一代测序技术对叶绿体系统发育基因组学的影响。
关键词:系统发育基因组学;叶绿体基因组;新一代测序技术;长枝吸引中图分类号:Q75,Q949文献标识码:A文章编号:2095-0845(2011)04-365-11 Advances in Phylogenomics Based on Complete Chloroplast GenomesZHANG Yun-Jie,LI De-Zhu**(Key Laboratory of Biodiversity and Biogeography,Kunming Institute of Botany,Chinese Academy of Sciences,Kunming650201,China)Abstract:Phylogenomics is a new synthesized discipline which combines genomics with phylogenetics.Phylogenom-ics based on chloroplast genomes has shown many great advantages in plant phylogenetic research in recent years,providing resolutions for phylogeny of some taxonomically difficult groups of plants.However,there are some prob-lems coming along with chloroplast phylogenomics as well.In this review,the application prospects and potential problems of chloroplast phylogenomics in plant phylogenetic reconstruction were discussed based on recent phylog-enomic case studies.The influence of next-generation sequencing on chloroplast phylogenomics was also discussed.Key words:Phylogenomics;Chloroplast genome;Next-generation sequencing;Long-branch attraction地球上的生命形式多种多样,它们因有着共同的进化历史而有着或近或远的渊源。
Phylogenetic Classification of Prokaryotic and Eukaryotic Sir2-like ProteinsRoy A.Frye 1Pittsburgh V.A.Medical Center (132L),Department of Pathology,University of Pittsburgh,Pittsburgh,Pennsylvania 15240Received May 31,2000Sirtuins (Sir2-like proteins)are present in pro-karyotes and eukaryotes.Here,two new human sir-tuins (SIRT6and SIRT7)are found to be similar to a particular subset of insect,nematode,plant,and pro-tozoan sirtuins.Molecular phylogenetic analysis of 60sirtuin conserved core domain sequences from a di-verse array of organisms (including archaeans,bacte-ria,yeasts,plants,protozoans,and metazoans)shows that eukaryotic Sir2-like proteins group into four main branches designated here as classes I–IV.Pro-karyotic sirtuins include members of classes II and III.A fifth class of sirtuin is present in gram positive bac-teria and Thermotoga maritima.Saccharomyces cer-evisiae has five class I sirtuins.Caenorhabditis elegans and Drosophila melanogaster have sirtuin genes from classes I,II,and IV.The seven human sirtuin genes include all four classes:SIRT1,SIRT2,and SIRT3are class I,SIRT4is class II,SIRT5is class III,and SIRT6and SIRT7are class IV.©2000Academic PressKey Words:molecular phylogeny;evolution;Sir2;chromatin;aging;DNA stability;epigenetic;NAD me-tabolism;deacetylase.In addition to silencing genes within the silent mating-type loci and telomeric regions the yeast Sir2protein is targeted to the nucleolus (1,2)where it causes several effects such as alteration of chromatin structure (3),gene silencing (4–6),modulation of the meiotic checkpoint (7),decreased recombination of rDNA (8),and a decreased rate of aging (9).All Sir2-like proteins have a sirtuin core domain which contains a series of sequence motifs conserved in organisms ranging from bacteria to humans (10,11).Bacterial,yeast,and mammalian sirtuins are able to metabolize NAD and possibly act as mono-ADP-ribosyltrans-ferases (11,12).The enzymatic function of sirtuins is not yet completely understood but recent reports ofhistone-activated Sir2-mediated NAD metabolism (12,13)and NAD-activated Sir2-mediated histone deacety-lation (13,14)suggest a possible coupled reciprocal activation mechanism involving interactions of Sir2with NAD and the N ⑀-acetyl-lysine groups of acety-lated histones.It is possible that an enzymatic mech-anism of this sort that couples binding and metabolism of both NAD and N-linked acetyl groups is a key fea-ture of all sirtuins;however not all sirtuins function physiologically by interacting with acetylated histones because prokaryotes lack histones yet many pro-karyotes possess sirtuins,also some eukaryotic sir-tuins appear to be cytoplasmic and thus not accessible to histones (15,16).Here the conserved sirtuin core domain sequences from a variety of prokaryotic and eukaryotic organisms are compared and it is found that the eukaryotic sirtuin sequences can be grouped into four main classes.MATERIALS AND METHODSCharacterization of human SIRT6and ing the human SIRT4sequence as a probe,a BLAST search of human sequences in GenBank yielded several expressed sequence tags (ESTs)for SIRT6and SIRT7and the genomic sequence for SIRT6.The Clontech human spleen Marathon cDNA library served as a source for cDNA clones that were isolated using PCR primers de-rived from the GenBank sequences and the Clontech AP1primer.Pfu-turbo high-fidelity thermostable polymerase from Stratagene was used for amplification and the PCR products were cloned into the InVitrogen pcr4TOPO cloning vector and sequenced with an ABI PRISM 377.BLASTP similarity score analysis.The full length amino acid sequences for each sirtuin was compared with the sequence of the other sirtuin using the “Blast 2sequences”utility at the NCBI Blast website (/gorf/bl2.html).For the D.mel3se-quence the currently available GenBank Drosophila genomic DNA sequence has a gap of 17codons just upstream of the region encoding the conserved FGE motif.Molecular phylogenetic analysis.Most of the 60sirtuin sequences listed in Table 1were obtained from GenBank,some of the sequences were obtained from preliminary sequence data from The Institute for Genomic Research (TIGR)accessed via the “Microbial Genomes:Finished and Unfinished”Blast website (/Microb_blast/unfinishedgenome.html).In the TIGR-released prelim-inary DNA sequence data for the B.per sirtuin gene there are three1To whom correspondence should be addressed at V.A.Medical Center (132L),University Drive C,Pittsburgh,PA 15240.Fax:412-688-6872.E-mail:frye01@.Biochemical and Biophysical Research Communications 273,793–798(2000)doi:10.1006/bbrc.2000.3000,available online at onX’s designating indefinite bases;in the analysis for this paper these three X’s were provisionally substituted with G’s because the molec-ular phylogeny analysis software(see below)would not process se-quences with X’s.For some sequences the putative protein-encoding sequences were derived by splicing together segments of genomic sequence;putative splice sites were determined using the Gene Finder software(:9331/gene-finder/gf.html) and by assessing homology to similar known sirtuin cDNAs.The conserved core domain sequences were aligned by ClustalW and further adjustments to the alignment were made manually using the SeqPUP program.The multiple sequence alignment data was con-verted to Phylip format and the60aligned sequences were analyzed by the MOLPHY:protML program(17)and the resulting“outtree”dataset was converted to a treefile using the PHYLIP:consensus program.The treefile was converted to an unrooted dendrogram using the PHYLIP:drawtree program.The MOLPHY and PHYLIP programs were utilized via the Pasteur Institute Bioweb site(http:// bioweb.pasteur.fr/).RESULTSSIRT6and SIRT7human sirtuin genes.The hu-man sirtuin gene family is comprised of seven known members.Each sirtuin contains a conserved core do-main,in some instances additional N-terminal or C-terminal sequence is present(Fig.1A).For some of the human sirtuin genes(SIRTs1,2,3,4,and6)the genomic sequence is available(Table1).A SIRT5-like pseudogene is present on chromosome1p31.2-32.1 (GenBank Accession No.AL157407bases46500–48000).The SIRT6gene is on chromosome19p13.3 between CDC34and D19S325.The SIRT7gene has been mapped(as Unigene EST cluster Hs.184447)to chromosome17q between D17S784and qTEL.The SIRT6and SIRT7cDNAs encode proteins with pre-dicted Mrof39.1and44.9KDa,respectively.The SIRT6and SIRT7sequences are much more similar to each another than they are to Sir2(BLASTP similarity scores:SIRT6:SIRT7ϭ178,SIRT6:Sir2ϭ61,SIRT7: Sir2ϭ53).The SIRT6and SIRT7sequences are highly similar to some sirtuins from Drosophila melanogaster, Caenorhabditis elegans,Oryza sativa(rice),Arabidop-sis thaliana,and the protozoan malaria parasite Plas-modium falciparum(Fig.1B).Drosophila homologues of human sirtuins.The genomic sequence of Drosophila melanogaster has re-cently been determined(18).A search of this Drosoph-ila database revealedfive sirtuin genes(Table1).Thesefive Drosophila sirtuins are homologues offive of the human sirtuins.Very high BLASTP similarity scores are seen when each Drosophila sirtuin is com-pared with the corresponding human homologue (D.mel1:SIRT1ϭ440,D.mel2:SIRT2ϭ353,D.mel3: SIRT4ϭ263, D.mel4:SIRT6ϭ294,and D.mel5: SIRT7ϭ364).These data suggest that sirtuins from organisms representing diverse phyla can be grouped into distinct sequence-related classes.Molecular phylogeny of prokaryotic and eukaryotic sirtuin core domain sequences.Molecular phyloge-netic analysis software,the MOLPHY:protML pro-gram(17),was used to analyze the aligned conserved core domains of60sirtuins from a variety of pro-karyotes and eukaryotes.This yielded an unrooted tree diagram with the eukaryotic sirtuins grouped into four main branches(Fig.2).Class I:The main branch leading toward Sir2is designated as class I.The yeast Sir2and proteins such as Hst1,SIRT1,C.ele1,and D.mel1form a subgroup called class Ia.The yeast Hst2and proteins that in-clude SIRT2,SIRT3,and D.mel2form the subgroup class Ib.The yeast Hst3and Hst4genes are subgroup Ic;the currently available data indicates thatsirtuins FIG.1.SIRT6and SIRT7are two new members of the human sirtuin family with high homology to certain eukaryotic sirtuins.(A) The placement of the conserved core domain(darkly shaded)in Sir2 from S.cerevisiae and the seven human sirtuins(sizes range from SIRT5at33.9kDa to SIRT1at81.7kDa).(B)Aligned amino acid sequences comparing human SIRT6and SIRT7with similar sirtuins from fruitfly,nematode,two plants,and the malaria parasite.Black shading indicates residues that are conserved in at least50%of the sequences.The portrayed sequence segments all begin with the initiation methionine except for SIRT7and D.mel5which begin at the55th and29th amino acids respectively.See Table1for accession information on sequences.of this Ic subgroup are found only in yeasts.Class I sirtuins are not present in prokaryotes.Class II:The human SIRT4and the fruitfly D.mel3are class II sirtuins (Fig.2).The two class II sirtuin genes of Caenorhabditis elegans are both located on the same cosmid clone,perhaps the result of a gene dupli-cation event.Interestingly,some bacteria have class II sirtuin genes (e.g.,Streptomyces coelicolor A3(2),My-cobacterium avium,and Bordetella pertussis ).Class III:The human SIRT5is a class III sirtuin (Fig.2).Candida albicans and Plasmodium falcipa-rum also have class III sirtuins.Most bacterial sirtuin sequences are of class III type;in addition to those noted in Table 1there are other bacterial class III sequences present in the TIGR database (e.g.,se-quences from Pseudomonas aeruginosa and Pasteu-rella multocida ).There are some completely-sequenced bacterial genomes which lack sirtuin genes,these in-clude:Rickettsia prowazekii,Borrelia burgdorferi,Chlamydia muridarum,Chlamydia pneumoniae,Chlamydia trachomati,Mycoplasma genitalium,Chlamydophila pneumoniae,Synechocystis,Neisseria meningitidis,Treponema pallidum,and Ureaplasma urealyticum.Several archaeans (e.g.,Archaeoglobus fulgidus,Aeropyrum pernix,Pyrococcus furiosus,Pyro-coccus horikoshii,and Pyrococcus abyssi )have class III sequences but the completely-sequenced archaeans Methanobacterium thermoautotrophicum and Meth-anococcus jannaschii lack sirtuin genes.Class IV:The SIRT6and SIRT7sirtuins are both class IV sirtuins.The class IV sirtuins are further subdivided into class IVa (SIRT6, D.mel4, C.ele4,P.Fal2,O.sat,and A.tha)and class IVb (SIRT7and D.mel5).Class IV sirtuins are not present in pro-karyotes.Class U:Several Firmicute (gram positive)bacteria and Thermotoga maritima have sirtuin genes with se-quence motifs that seem to be intermediate between classes II and III and the classes I and IV;this undif-ferentiated form of sirtuin gene is called “class U.”The gram positive bacterium Streptomyces coelicolor A3(2)has a class II sirtuin (S.coe1)and a second sirtuin (S.coe2)that is class U.Characteristic sequence motifs of the various classes of sirtuins.Figure 3illustrates the specific amino acid sequence motifs that characterize the different classes of sirtuins.The core domain sequences of seven members from each of the five classes were first shaded to indicate intraclass-conserved resi-dues and then the five grouped sequence sets were aligned to facilitate interclass comparison.There are several short motifs of conserved amino acids present within the sirtuin core domain;these include GAGISXXXGIPXXR,PXXXH,TQNID,HG,two sets of CXXC that may be a zinc finger domain (10),FGE,GTS,and (I/V)N (Fig.3).In class III sirtuins theTABLE 1Sirtuin Sequence Abbreviations,Sirtuin Class Designa-tion,Source Organism,and GenBank Accession Numbers (Genomic Regular Font/cDNA Italic Font)Abbreviation (Class)Organism (Genomic #/cDNA #)A.act (III)Actinobacillus actinomycetemcomitans (AF006830)A.aeo (III)Aquifex aeolicus (AE000776)A.ful1(III)Archaeoglobus fulgidus (AE000987)A.ful2(III)Archaeoglobus fulgidus (AE001098)A.per (III)Aeropyrum pernix (AP000062)A.tha (IVa)Arabidopsis thaliana (AB009050)B.per (II)Bordetella pertussis (TIGR)B.sub (U)Bacillus subtilis (Z99109)C.ace (U)Clostridium acetabutylicum (TIGR)C.alb1(Ia)Candida albicans (O59923)C.alb2(Ib)Candida albicans (CAA22018)C.alb3(Ic)Candida albicans (TIGR)C.alb4(III)Candida albicans (TIGR)C.dif (U)Clostridium difficile (TIGR)C.ele1(Ia)Caenorhabditis elegans (Z70310)C.ele2(II)Caenorhabditis elegans (Z50177)C.ele3(II)Caenorhabditis elegans (Z50177)C.ele4(IVa)Caenorhabditis elegans (U97193)C.jej (III)Campylobacter jejuni (AL139077)D.mel1(Ia)Drosophila melanogaster (AE003639/AF068758)D.mel2(Ib)Drosophila melanogaster (AE003730)D.mel3(II)Drosophila melanogaster (AE003435)D.mel4(IVa)Drosophila melanogaster (AE003686)D.mel5(IVb)Drosophila melanogaster (AE003768)D.rad (III)Deinococcus radiodurans (AAF09608)E.col (III)Escherichia coli (AE000212)E.fae (U)Enterococcus faecalis (TIGR)Hst1(Ia)Saccharomyces cerevisiae (U39041)Hst2(Ib)Saccharomyces cerevisiae (U39063)Hst3(Ic)Saccharomyces cerevisiae (U39062)Hst4(Ic)Saccharomyces cerevisiae (Z48784)H.pyl (III)Helicobacter pylori (AE001545)L.maj1(Ib)Leishmania major (AL160493/L40331)L.maj2(II)Leishmania major (AL117324)M.avi1(II)Mycobacterium avium (TIGR)M.avi2(III)Mycobacterium avium (TIGR)M.tub (III)Mycobacterium tuberculosis (Z95584)O.sat (IVa)Oryza sativa (AF159133)P.aby (III)Pyrococcus abyssi (AJ248286)P.fal1(III)Plasmodium falciparum (AL049185)P.fal2(IVa)Plasmodium falciparum (TIGR)P.hor (III)Pyrococcus horikoshii (AP000004)S.aur (U)Staphylococcus aureus (M32103)S.coe1(II)Streptomyces coelicolor A3(2)(AL121596)S.coe2(U)Streptomyces coelicolor A3(2)(AL035205,AL035206)S.pom1(Ia)Schizosaccharomyces pombe (AL035637)S.pom2(Ib)Schizosaccharomyces pombe (AL121807)S.pom3(Ic)Schizosaccharomyces pombe (AL136499/AF173939)S.typ (III)Salmonella typhimurium (U89687)Sir2(Ia)Saccharomyces cerevisiae (X01419)SIRT1(Ia)Homo sapiens (AL133551/NM_012238)SIRT2(Ib)Homo sapiens (AC011455/NM_012237)SIRT3(Ib)Homo sapiens (AF015416/NM_012239)SIRT4(II)Homo sapiens (AC003982/NM_012240)SIRT5(III)Homo sapiens (NM-012241)SIRT6(IVa)Homo sapiens (AC006930/AF233396)SIRT7(IVb)Homo sapiens (AF233395)T.bru (Ib)Trypanosoma brucei (AF102869)T.mar (U)Thermotoga maritima (AE001726)Y.pes (III)Yersinia pestis (TIGR)GAGISXXXGIPXXR motif is usually GAGISAESGI-PTFR whereas in class II it is GAGISTESGIPDYR.Sirtuins of classes U,I,and IV also have GIPD within this motif,thus the presence of GIPT within this motif is indicative of a class III sequence.In class IV sequences there is a GVWTL motif present four residues C-terminal to the GAGISTXXGIPDFR motif.In class II sequences there is an RXRY-WARXXXGW motif present 27residues C-terminal to the GAGISTESGIPDYR motif.In sequences of classes II,III,and U,the PXXXH motif is PNXXH while in the eukaryotic class I and IV sequences a T or S usually follows the P.The HG motif is of interest because the point mutation that changes HG to YG causes loss of sirtuin-mediated ADP-ribosylation and deacetylation (11,12,14)and it converts yeast SIR2to a dominant negative gene (12).The HG motif is strictly conserved in all known sirtuins.In class Ia the HG motif reads CHG,in class Ib it is AHG,in class Ic (and in most non-class I sirtuins)it is LHG.The three residues located five residues C-terminal to the GTS motif are rather useful in differenti-ating between the types of sirtuins.The three residues usually seen at this position for each class and subclass are:Ia(PVA or PVS),Ib(PFA),Ic(GVK),U(PAA),II(SGY),III(PAA),IVa(PXX),and IVb(KKY).DISCUSSIONAlthough some prokaryotes lack Sir2-like proteins it appears that sirtuins are present in all eukaryotes.The five sirtuin genes of the completely-sequenced Sac-charomyces cerevisiae are all of class I subtypes;thus this yeast has evolved to survive in the absence of non-class I sirtuins.However,except for yeasts most eukaryotic organisms seem to harbor an assortment of both non-class I and class I sirtuin genes.Many types of eukaryotes have class II and class IV sirtuins.In addition to the human,insect,nematode,and Leish-mania class II sirtuins described here (Table 1),partial-length sequence data indicate that class II sirtuins are present in Trypanosoma brucei (TIGR_5691|T.brucei_27H6.TJ),a mold fungus (As-pergillus nidulans AA788405),and plants (A.thaliana N38434,Soybean AW395917).The class IV sirtuins are also widely distributed and seen in vertebrate,insect,nematode,protist,and plant lifeforms (Fig.1).In summary,the currently available data indicate that class I,class II,and class IV sirtuins could be present in all metazoan organisms and that some protists also possess these classes of sirtuins.The genomic sequence data sets for D.melanogaster and C.elegans are complete and no class III sirtuin sequences are found;thus these two organismsareFIG.2.The molecular phylogeny of sirtuins.An alignment of the conserved domains of 60sirtuin sequences was analyzed by the MOLPHY:protML program and the PHYLIP:consensus and PHYLIP:drawtree programs were then used to construct this unrooted tree diagram.See Table 1for accession information on sequences.examples of metazoans which lack class III sirtuins.The class III sirtuin is the most widely distributed form found in prokaryotes,thus it may be a very ancient version of the sirtuin gene.Because class III genes are found in most non-gram-positive bacteria and most archaeans it is unclear in which prokaryotic domain this gene originated.The class III sirtuin gene may have been present prior to the divergence of the two prokaryotic domains,otherwise the class III gene might have traversed the boundary between Archaea and Bacteria via lateral gene transfer.It seems incon-gruous that prokaryotes,Candida albicans,and mam-mals have a class III gene while some eukaryotes (e.g.,S.cerevisiae,C.elegans,and D.melanogaster )lack a class III gene.Current theory on the origin of eu-karyotes has modified the endosymbiont hypothesis of Margulis (19)by postulating the fusion of a bacterium with an archaean (20–22).A preliminary model for the evolution and distribution of eukaryotic sirtuins can be proposed (Fig.4)in which the first eukaryote may have acquired sirtuin genes from each of its prokaryotic parents,these genes were of the types which are known to occur in prokaryotes i.e.class U,class II,and class III.Protozoans and metazoans from diverse phyla have class I and class IV sirtuins,so these types of sirtuins must have developed at an early stage of eu-karyotic evolution.Thus this model postulates that an early eukaryote possessed all four types of sirtuinsandFIG.3.The conservation of specific sequence motifs within the different classes of sirtuins.Seven sirtuins from each class (U,I,II,III,and IV)are aligned and residues that are intraclass-conserved (in at least five of the seven sequences)are shaded black.Numbers in parentheses indicate amino acid residues present in variable regions that have been omitted to condense the size of the figure.that later some eukaryotes lost one (e.g.,Drosophila and C.elegans which lack class III)or more (e.g.,S.cerevisiae which lacks classes II,III,and IV)of the non-class I sirtuins.This model predicts that all four classes of sirtuins are likely to be present in some organisms (e.g.,echinoderms and chordates)that are phylogenetically similar to lifeforms that were ances-tral to vertebrates.Much current research effort is aimed at determin-ing the specific molecular interactions and physiologi-cal functions of the sirtuins in both prokaryotic and eukaryotic organisms.To date the most extensively-studied sirtuin is the yeast Sir2protein itself which is a class Ia sirtuin that appears to function via an inter-action with NAD and acetylated histones to cause mod-ification of chromatin structure (12–14).The physiolog-ical functions and molecular interactions associated with other classes of sirtuins are still largely unknown.It is likely that particular classes and subclasses of sirtuins will be found to interact physiologically with particular types and subtypes of biomolecules that serve as sirtuin modulators and sirtuin substrates.Perhaps this classification of the sirtuins into specific sequence-defined groups will provide a framework to help integrate research from diverse biological systems on the molecular signaling pathways and physiological functions associated with these various classes of Sir2-like proteins.ACKNOWLEDGMENTThis work was supported by the Competitive Pilot Project Fund of the Veterans Affairs Stars and Stripes Healthcare Network.REFERENCES1.Gotta,M.,Strahl-Bolsinger,S.,Renauld,H.,Laroche,T.,Kennedy,B.K.,Grunstein,M.,and Gasser,S.M.(1997)EMBO J.16,3243–3255.2.Straight,A.F.,Shou,W.,Dowd,G.J.,Turck,C.W.,Deshaies,R.J.,Johnson,A.D.,and Moazed,D.(1999)Cell 97,245–256.3.Fritze,C.E.,Verschueren,K.,Strich,R.,and Easton Esposito,R.(1997)EMBO 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234,161–168.17.Adachi,A.,and Hasegawa,M.(1996)MOLPHY Version 2.3:Programs for Molecular Phylogenetics Based on Maximum Like-lihood ,Computer Science Monographs,No.28(Inst.Statistical Mathematics,Tokyo).18.Adams,M.D.,Celniker,S.E.,Holt,R.A.,Evans,C.A.,Gocayne,J.D.,Amanatides,P.G.,Scherer,S.E.,Li,P.W.,Hoskins,R.A.,Galle,R.F.,et al.(2000)Science 287,2185–2195.19.Margulis,L.(1970)Origin of Eukaryotic Cells Yale Univ.Press,New Haven,CT.20.Gray,M.W.,and Spencer,D.F.(1996)Symp.Soc.Gen.Micro-biol.54,109–126.21.Brown,J.R.,and Doolittle,W.F.(1995)Proc.Natl.Acad.Sci.USA 92,2441–2445.22.Martin,W.,and Muller,M.(1998)Nature 392,37–41.FIG.4.Hypothetical model for the evolution and distribution of the four eukaryotic sirtuin classes.Some yeasts have only class I (e.g.,S.cerevisiae )and some have both class I and class III (e.g.,C.albicans ).。
47卷 2期2007年4月4日微生物学报Acta Microbio logica Sinica 47(2):313~3184April 2007基金项目:国家 973项目 (2002AA001036);国家自然科学基金(50208006)*通讯作者。
Tel Fax:86 451 86282008;E mail:rnq@作者简介:赵阳国(1975-),男,山东人,博士,从事废水处理与微生物分子生态学研究。
E mail:yg.zhao@ 收稿日期:2006 07 31;接受日期:2006 09 22;修回日期:2006 11 13有机污染物对水体真细菌群落结构的影响赵阳国,任南琪*,王爱杰,万春黎(哈尔滨工业大学市政环境工程学院 哈尔滨 150090)摘 要:为了揭示有机污染物对环境真细菌组成和多样性的影响,应用末端限制性片段长度多态性(tRFLP)和16S rDNA 文库技术并结合水质分析方法,比较分析了松花江流域内受不同程度有机污染的4个水体及其沉积物中真细菌的群落结构。
tRFLP 分析表明各水体及底泥均呈现较为复杂的群落结构模式,不同底泥群落形成的末端限制性片段(TRF)图谱具有很高的相似性,但随着污染程度的加强,部分类群明显富集,而且在水样组和泥样组内,群落结构的相似性同水质相似性是一致的,主成分分析(PC A )显示水样和泥样中的真细菌TRF 形成不同的群。
16S rDNA 文库分析表明松花江哈尔滨段底泥中真细菌分布于10个门,Proteobacteria 门占优势,达群落总数的21 92%( Proteobacteria 亚门占10 96%),而有机染污物严重超标的生活污水排污道底泥中的微生物多样性较低,分布于7个门,Proteobacteria 门为优势群,占群落的47 37%( Proteobacteria 亚门占21 05%, ! Proteobacteria 亚门占15 79%)。
Bacterial Communities in Bioreactors Bacterial communities in bioreactors play a crucial role in various industrial and environmental processes. These communities, also known as biofilms, are complex and dynamic ecosystems consisting of diverse microbial populations. Understanding the composition, structure, and function of these bacterial communities is essential for optimizing bioreactor performance and harnessingtheir potential for biotechnological applications. In this article, we will explore the significance of bacterial communities in bioreactors from multiple perspectives, including their role in wastewater treatment, bioremediation, and bioprocessing. From the perspective of wastewater treatment, bacterial communities in bioreactors are instrumental in removing organic pollutants and nutrients from wastewater. These communities consist of various bacterial species that work synergistically to degrade organic matter and convert nitrogen and phosphorus compounds into less harmful forms. The metabolic activities of these bacteria contribute to the purification of wastewater, making it suitable for discharge or reuse. Moreover, the resilience of these bacterial communities enables them to adapt to fluctuating environmental conditions, ensuring consistent treatment performance over time. This aspect highlights the importance of maintaining a healthy and diverse bacterial community within bioreactors for efficient wastewater treatment. In the context of bioremediation, bacterial communities in bioreactors play a critical role in the degradation of environmental contaminants. Bioremediation processes leverage the metabolic capabilities of bacteria to break down pollutants such as hydrocarbons, heavy metals, and pesticides. By harnessing the diverse enzymatic activities ofdifferent bacterial species, bioreactors can facilitate the transformation of hazardous compounds into less toxic or inert forms. The adaptability of bacterial communities allows them to thrive in contaminated environments and contribute to the restoration of ecosystems. As such, the study and manipulation of these microbial communities are essential for developing effective bioremediation strategies to mitigate environmental pollution. In bioprocessing applications, bacterial communities in bioreactors are utilized for the production of various valuable compounds, including enzymes, biofuels, and pharmaceuticals. Themetabolic diversity of bacterial populations enables the synthesis of a wide range of biochemical products through fermentation processes. By optimizing the composition and dynamics of bacterial communities, bioprocess engineers can enhance product yields, minimize by-product formation, and improve process stability. The intricate interactions within these microbial ecosystems offer opportunities for bioengineering approaches to tailor bacterial communities for specific bioprocessing objectives, ultimately contributing to the sustainable production of bio-based materials. Despite the significant contributions of bacterial communities in bioreactors to various industrial and environmental processes, several challenges and research gaps persist. The complexity of these microbial ecosystems poses difficulties in fully understanding their dynamics and interactions. Furthermore, the influence of operational parameters, such as temperature, pH, and substrate availability, on the stability and performance of bacterial communities requires further investigation. Additionally, the potential emergence of antimicrobial resistance within bioreactor communities raises concerns regarding the long-term sustainability of biotechnological applications reliant on these microbial populations. Addressing these challenges necessitates interdisciplinary efforts encompassing microbiology, bioprocess engineering, environmental science, and bioinformatics. In conclusion, bacterial communities in bioreactors play a multifaceted and indispensable role in various industrial and environmental contexts. Their impact spans from wastewater treatment and bioremediation to bioprocessing, offering diverse opportunities for sustainable resource management and biotechnological innovation. The intricate interplay of microbial species within these communities underscores the need for comprehensive research and technological advancements to harness their potential effectively. By gaining a deeper understanding of bacterial communities in bioreactors and their complex dynamics, we can unlock new possibilities for addressing pressing environmental challenges and advancing bioprocessing capabilities.。
植物繁育系统研究的最新进展和评述何亚平1,2 刘建全13(1中国科学院西北高原生物研究所,西宁 810001)(2中国科学院研究生院,北京 100039)摘 要 植物繁育系统是当今进化生物学研究中最为活跃的领域。
繁育系统是指代表所有影响后代遗传组成的有性特征的总和,主要包括花形态特征、花的开放式样、花各部位的寿命、传粉者种类和频率、自交亲和程度和交配系统,其中交配系统是核心。
我们重点综述了植物有性繁育系统研究中1)传粉模式的多样性,2)从历史发生角度利用系统发育方法检验花性状的演化和繁育系统的生态转变过程,3)近交衰退对植物生殖史的影响及其机制和4)混和交配系统的时空动态、维持机理以及进化趋势的最新研究结果。
总结了繁育系统在研究花适应性、物种形成机制和濒危植物保护生物学中的重要作用。
最后对今后的繁育系统研究提出了两点建议:1)正确理解和使用适应概念,更多地利用人工控制实验来检验花的适应价值和2)将分子技术和生态学结合起来,开展群落水平和种以上水平的繁育系统研究,比较驱动与传粉多样性密切相关的花多样性基因和自花、异花传粉基因的进化与分化,确定繁育系统相互作用中的关键因子。
关键词 繁育系统 进化 系统发育 多样性A REVIEW ON RECENT ADVANCES IN THE STU DIESOF P LANT BREE DING SYSTEMHE Y a-Ping1,2and LI U Jian-Quan13(1Northwest Plateau Institute o f Biology ,the Chinese Academy o f Sciences ,Xining 810001,China )(2Graduate School ,the Chinese Academy o f Sciences ,Beijing 100039,China )Abstract The plant breeding system has become the m ost active and promising area am ong the recent ev olu 2tionary studies.In its definition ,the plant breeding system represents the sum of all sexual characteristics that could possibly in fluence the genetic com position of subsequent generations ,mainly encom passing floral m or 2phological features ,display patterns ,longevity ,species and visitation rates of pollinators ,degree of self-com 2patibility and mating system.Am ong them the mating system is the m ost critical.In this paper we presented a review of the recent advances in the studies of plant breeding systems ,with an em phasis on 1)the diversity of pollination in floral m orphology ,sexual expression ,floral longevity and pollinator ,2)testing the ev olution of the sexual characters and ecological shifts of the breeding system ,such as sex expression ,selfing and outcross 2ing in historical context by an independent phylogenetic approach ,3)effects of inbreeding depression on the plant reproduction cycle and their possible mechanisms ,and 4)spatial and dynamic patterns of the mixed mat 2ing system and their maintenance mechanisms and ev olutionary trends.We further summarized the application of plant breeding system research in the studies of flower adaptation ,speciation and conservation of endangered stly ,for future research ,we suggested that 1)the w ord “adaptation ”should be less used in flower adaptation explanations and m ore valuations should be based on the results of manipulated experiments and 2)both m olecular and ecological methods should be combined to elucidate the plant breeding system at the scale of the community and high tax onomic levels ,to com pare the ev olution and differentiation of the genes which drive flower diversity and control differentiation of the inbreeding and outcrossing ,and to find the determinative factors am ong the interactive relationships in the breeding system.K ey w ords Breeding system ,Ev olution ,Phylogeny ,Diversity 被子植物生活史就是植株-受精卵-植株的循环,但决不是物理的重复,前一过程经历传粉和生殖,其实质是基因型选择,包括传粉、雌雄配子体选择;后一过程经历发育,植株形态建成,实质是表现 收稿日期:2002201216 接受日期:2002207201 基金项目:中国科学院全国优秀博士论文基金、中国科学院知识创新重要方向性项目(K SCX2-SW -121)、中国科学院研究生科学创新项目和国家自然科学基金(30270253) 3通讯作者Author for correspondence E -mail :ljqdxy @植物生态学报 2003,27(2)151~163Acta Phytoecologica Sinica型选择。
Evolutionary Relationships in Phylogenetics Phylogenetics is a fascinating field that seeks to understand the evolutionary relationships between different species. By analyzing genetic data, scientists can construct phylogenetic trees that depict the evolutionary history of various organisms. These trees not only provide insights into the relatedness of different species but also shed light on the patterns and processes of evolution itself.One of the key concepts in phylogenetics is the idea of a common ancestor. According to the theory of evolution, all living organisms are related through a shared ancestry. By studying the genetic similarities and differences between species, scientists can infer the existence of common ancestors and map out the branching points in the evolutionary tree of life. This not only helps us understand how different species are related to each other but also provides clues about the evolutionary processes that have shaped the diversity of life on Earth.The construction of phylogenetic trees relies heavily on the analysis of genetic data. By comparing the DNA sequences of different species, scientists can infer the degree of relatedness between them. This can be done using various computational methods that take into account the patterns of genetic mutations and the principles of evolutionary biology. The resulting phylogenetic trees provide a visual representation of the evolutionary relationships between different species, allowing scientists to make inferences about the timing and patterns of evolutionary divergence.One of the most exciting applications of phylogenetics is in the field of conservation biology. By understanding the evolutionary relationships between different species, scientists can make informed decisions about conservation priorities and strategies. For example, if two species are found to be closely related in terms of their evolutionary history, efforts to conserve one species may also benefit the other. Additionally, phylogenetics can help identify evolutionarily distinct species that are at risk of extinction, allowing conservationists to prioritize their protection.Another important aspect of phylogenetics is the concept of molecular clocks. By analyzing the rate of genetic mutations, scientists can estimate the timing of evolutionary events and the divergence of different lineages. This can provide valuable insights into the timing of key evolutionary events, such as the emergence of major groups of organisms or the colonization of new habitats. Molecular clocks have been used to study a wide range of evolutionary questions, from the timing of human migration out of Africa to the diversification of flowering plants.In conclusion, phylogenetics is a powerful tool for understanding the evolutionary relationships between different species. By analyzing genetic data and constructing phylogenetic trees, scientists can gain insights into the patterns and processes of evolution, as well as make important contributions to fields such as conservation biology and evolutionary biology. The field continues to advance rapidly, driven by technological innovations and the increasing availability of genetic data from a wide range of organisms. As our understanding of phylogenetics grows, so too does our appreciation of the rich tapestry of life on Earth and the interconnectedness of all living things.。
ORIGINAL PAPERPhylogenetic diversity of bacterial endophytesof Panax notoginseng with antagonistic characteristics towards pathogens of root-rot disease complexLi Ma •Yong Hong Cao •Ming Hui Cheng •Ying Huang •Ming He Mo •Yong Wang •Jian Zhong Yang •Fa Xiang YangReceived:14June 2012/Accepted:6September 2012/Published online:18September 2012ÓSpringer Science+Business Media B.V.2012Abstract Endophytes play an important role in protection of host plants from infection by phytopath-ogens.Endophytic bacteria were isolated from five different parts (root,stem,petiole,leaf and seed)of Panax notoginseng and evaluated for antagonistic activity against Fusarium oxysporum ,Ralstonia sp.and Meloidogyne hapla ,three major pathogens asso-ciated with root-rot disease complex of P.notogin-seng .From 1000endophytic bacterial strains evaluated in vitro,104strains exhibited antagonistic properties against at least one of these three pathogens.Phylogenetic analyses of their 16S rRNA gene sequences showed that these 104antagonistic bacteria belong to four clusters:Firmicutes,Proteobacteria,Actinobacteria and Bacteroidetes /Chlorobi.Members of the Firmicutes,in particular the Bacillus spp.,were predominant in all analyzed tissues.The root was the main reservoir for antagonistic bacteria.Of the 104antagonists,51strains showed antagonistic activities to one pathogen only,while 43and 10displayed the activities towards two and all three pathogens,respectively.The most dominant species in all tissues were Bacillus amyloliquefaciens subsp .plantarum and Bacillus methylotrophicus ,which were represented by eight strains with broad antagonistic spectrum to the all three test pathogens of root-rot disease complex of P.notoginseng .Keywords Endophytic bacteria ÁAntagonism ÁPanax notoginseng ÁRoot-rot disease complex ÁBiological controlIntroductionPanax notoginseng ,a well known traditional Chinese medicine named Sanchi or Tianqi in China,is used for the treatment of cardiovascular diseases,inflamma-tion,different body pains,trauma,and internal and external bleeding due to injury (Sun et al.2005).This plant has been mainly cultivated in the Southwest regions of China,especially in the Wenshan region ofLi Ma,Yong Hong Cao:Contributed equally to this Study.L.Ma ÁY.H.Cao ÁM.H.Cheng ÁY.Huang ÁM.H.Mo (&)Laboratory for Conservation and Utilizationof Bio-Resources &Key Laboratory for Microbial Resources of the Ministry of Education,YunnanUniversity,Kunming 650091,People’s Republic of China e-mail:minghemo@Y.H.CaoLongnan Olive Research Institute,Longnan 746000,People’s Republic of ChinaY.Wang ÁJ.Z.YangWenshan Shanqi Research Institute,Wenshan 663000,People’s Republic of ChinaF.X.YangYunnan Microbial Fermentation Engineering Research Center Co.,Ltd,Kunming 650217,People’s Republic of ChinaAntonie van Leeuwenhoek (2013)103:299–312DOI 10.1007/s10482-012-9810-3Yunnan Province for more than400years(Wei and Du1996).Roots of P.notoginseng have been used as raw materials in more than400Chinese medicinal products in China(Dong et al.2003).Generally,the plant is allowed to grow for at least for three years to obtain high-quality roots(Guo et al.2006).The long growth period,shade and humid planting conditions facilitate the infection of this plant by numerous phytopathogens(Chen et al.2001;Wang et al.1998). Among the diseases of P.notoginseng,the root-rot disease complex(RRDC)is the most destructive one as it results in yield reduction and low content of active ingredients(Sun et al.2004).RRDC of P.notoginseng was reported to be caused by fungal pathogens including Alternaria panax,Alternaria tenuis,Cylin-drocarpon destructans,Cylindrocarpon didynum, Fusarium solani,Fusarium oxysporum,Phytophthora cactorum,Phoma herbarum and Rhizoctonia solani. RRDC is also caused by bacterial pathogens such as Pseudomonas sp.and Ralstonia sp.,and parasitic nematodes such as Ditylenchus sp.,Rhabditis elegans and Meloidogyne spp.(Miao et al.2006).Present measures to manage this disease mainly rely on chemical control and crop rotation(Yun et al.2006). In recent years,due to the strict limitation of toxicity and negative effects on environment of agrochemicals, chemical control has become unviable.Before2006, over85%production of P.notoginseng in China was cultivated in the Wenshan region(An2006).The unique soil and climatic advantages of Wenshan improves yield and quality of P.notoginseng.How-ever,due to the RRDC long periods of rotation are required and so more and more farmers have to look for‘‘newfield’’sites out of the Wenshan region for their planting.It is arguable that the RRDC has been the major threat to P.notoginseng planting and its related industry.Management of disease complexes appears to be more difficult than those caused by single organisms alone,as even low densities of pathogens could result in the disease complex(Saeed et al.1998;Wheeler et al.2000).Consequently,the reduction of one pathogen may not resolve the problem of the interac-tion.Integrated measures targeted to multi-pathogens of disease complexes have been advocated(Back et al. 2002).Biological control,as an environmentally friendly approach,has been considered as the potential alter-native to chemical control.However,little is known about bacterial resources and their potential as agents against P.notoginseng diseases.To initiate the biocontrol program,screening and identification of antagonists are prerequisites.Endophytic bacteria, which reside within the inner parts of plants without harm to their hosts have been recognized as good candidates for the biological control of pathogens (Hallmann et al.1997;Kobayashi and Palumbo,2000; Sturz et al.2000;Ryan et al.2008;Senthilkumar et al. 2011),insects(Azevedo et al.2000)and plant-parasitic nematodes(Hallmann et al.1998;Sturz and Kimpinski2004;Zheng et al.2008).Endophytic bacteria have been demonstrated to be one of the most potentially important biological control agents (BCAs)against soil-borne root diseases for their beneficial competence and effective colonization in the rhizosphere(Hallmann et al.1997;Hu et al.2009; Krid et al.2010;Pleban et al.1995).Up to now, several studies have been performed to investigate the community structures and potential biological func-tions of endophytic bacteria from a variety of plants (Senthilkumar et al.2011;Sturz et al.2000).However, little is known about the biodiversity,tissue distribu-tion and antagonistic potential of endophytic bacteria residing in Panax spp.,except two reports on the endophytic bacterial community of Korean ginseng (P.ginseng C.A.Meyer)(Cho et al.2007;Vendan et al.2010).The objectives of this study were to screen antagonistic endophytic bacteria from different tissues of P.notoginseng against pathogens of RRDC patho-gens and to characterize their phylogenetic diversity. Materials and methodsSample collection and isolation of endophytic bacteriaRoot,stem,petiole,leaf and seed samples(Fig.1a) were collected from ten3year old healthy P.notoginseng plants,grown in Wenshan region of Yunnan Province,China(Fig.1b).Samples were washed with running tap water to remove attached soil and rinsed three times with distilled water.Plants were separated into portions of root,stem,petiole,leaf and seed,and weighed individually.For surface disinfection,samples from each tissue were immersed in70%ethanol for4min,washed with fresh2% sodium hypochlorite solution for1–2min,dependingon the different tissues,followed by soaking in 70%ethanol for 1min and finally washed three times with sterile distilled water as described in Li et al.(2010).To confirm that the disinfection process was success-ful,a 200l L aliquot of the 3rd water rinse was spread on a plate containing BPN medium (L -1:beef extract 3g,peptone 10g,NaCl 5g,agar 20g,water 1,000mL,pH 7.2)and the plates were examined for bacterial growth after incubation at 32°C for 2days.Samples that were not detected as contaminated by cultivable microorganisms were considered as suc-cessfully surface disinfected and used for isolation of endophytic bacteria (Schulz et al.1993).Sterile samples were homogenized in a mortar containing sufficient sterile distilled water to obtain a concentra-tion of 10-1g mL -1.After filtration by passing through four layers of lens cleaning tissue (Whatman,Catalog Number:2105-918),200l L ofsuspensionsFig.1Diagrammatic representations of different parts of a 3year old healthy plant of Panax notoginseng (a ),sampling field (b ),bioassay of bacterial endophytes towards Ralstonia sp.(c ),Fusarium oxysporum (d ),and Meloidogyne hapla (e,f )with concentration of10-2g mL-1was spread on a plates containing KMB(King et al.1954),BPN and BPY media(L-1:beef extract5g,peptone10g,NaCl 5g,yeast extract5g,glucose5g,agar20g,pH7.2). Triplicates were conducted for each medium of each sample.After incubation at32°C for3days,all morphologically different bacterial colonies were purified and those without distinct morphological difference were selected randomly.For each tissue sample,200bacterial isolates were purified from plates of the three media used.The population density of the endophytic bacteria in the tissue samples was determined and expressed as colony forming units (CFU)per gram of tissue.Screening of antagonistic endophytic bacteria against pathogens of RRDCThe fungal pathogen F.oxysporum,the bacterial pathogen Ralstonia sp.and the parasitic nematode Meloidogyne hapla,which have been reported as three major pathogens associated with RRDC of P.noto-ginseng(Miao et al.2006),were used as the targets for antagonistic screening.The three pathogens were isolated from root-rot samples of P.notoginseng.F.oxysporum and Ralstonia sp.were cultured respec-tively on PDA and BPY media.Juveniles of M.hapla were obtained from root-rot samples by the Baer-mann-funnel method(Baermann1917)and used directly.For antibacterial bioassay,a200l L fresh culture of Ralstonia sp.with concentration of 108CFU mL-1was mixed with250mL BPY and evenly distributed into10Petri dishes.On each plate, six wells of5mm diameter were made(Fig.1c). Candidate bacteria were cultured in liquid BPN medium at37°C,200rpm for48h and the cell concentration was adjusted to107CFU mL-1with BPN.200l L of endophytic bacterial suspension was added to each well.An equivalent volume of liquid BPN was used as control in place of bacterial culture. All treatments were tested in triplicate.After48h at 32°C,diameters of antibacterial zones(AZ)were measured.Here,AZ was directly used to express the antibacterial efficiency of endophytic bacteria as the AZ value of the control was zero(Fig.1c).Antifungal bioassay was performed following the Oxford cup method(Wang et al.2009).An aliquot of 200l L culture candidate suspension,prepared as described above,was added into an Oxford cup (diameter5mm)which was previously placed into the center of a PDA plate.Two5mm diameter of mycelial plugs of F.oxysporum from an actively growing colony were placed on two sides of the cup at a2cm distance(Fig.1d).An equivalent volume of liquid BPN was used as a control.All treatments were performed in triplicate.After incubation at28°C for 4days,antifungal efficiency(AE)was calculated using the formula AE=(DC-DT)/DC9100%, where DC and DT respectively represented the colony diameters of F.oxysporum on the control and the treatments.For nematicidal bioassay in the wells of the24-well microtitre plate,a200l L of bacterial culture prepared as above was mixed with50l L of M.hapla suspen-sion containing about100juveniles.Each treatment was replicated three times.Wells containing BPN served as controls.After incubation at27°C for72h, the numbers of live and dead nematodes(Fig.1e,f) were counted under a stereomicroscope.The nemati-cidal efficiency(NE)was calculated using formula of NE=DN/SN9100%,where DN represents the difference in number of dead nematodes between treatment and control,SN represents the sum of counted nematodes.Phylogenetic analysisGenomic DNA was extracted using a bacterial geno-mic DNA extraction kit(BioTeke Corporation,China, Cat#:DP2001)and16S rRNA genes were amplified by PCR using the primer pair of27f and1492r(Lane 1991).The amplified products were submitted to Beijing Huada Biological Company for sequencing in both directions.The acquired sequences were com-pared with those available in the GenBank,using the BLASTN program to determine their approximate phylogenetic affiliations and16S rRNA gene sequence similarities(Altschul et al.1997).The acquired sequences were also submitted to the program CHI-MERA CHECK of the Ribosomal Database Project (RDP)for chimera checking(Maidak et al.1997). Sequences with a potential chimeric structure were excluded from further analyses.The16S rRNA genes sequences were aligned with representative bacterial sequences from the GenBank database by using ClustalX(Thompson et al.1997)and then manually adjusted.Distance matrices and phylogenetic trees were calculated by the Kimura two-parameter model(Kimura1980)and neighbour-joining algorithms using the program MEGA(version4)by bootstrap analysis of1,000replications(Tamura et al.2007). The tree was rooted using Pyrococcus glycovorans (AY009168)as outgroup.The partial16S rRNA gene sequences obtained for antagonistic bacterial endo-phytes of P.notoginseng have been deposited in GenBank under the accession numbers JN700064to JN700167.Statistical analysisThe data were subjected to analysis of variance using SPSS software.The mean values among the treat-ments were compared by the least significant differ-ence(LSD)test and Duncan’s multiple range test at a 5%level of significance(p=0.05).ResultsEnumeration of endophytic bacteria in different tissues of P.notoginsengThe number of endophytic bacteria in leaf,petiole, stem,root and seed samples of P.notoginseng ranged from1.49105to5.29106CFU per gram of fresh tissue.Population densities in all tissues were not significantly different except in the root sample(1.49 105CFU g-1)which was significantly lower than the others(p\0.01).The highest biomass was found in stem with5.29106CFU g-1,followed by petiole (4.09106CFU g-1),seed(3.79106CFU g-1) and leaf(2.09106CFU g-1).Antagonistic endophytic bacteria fromP.notoginsengA total of1,000endophytic bacterial strains,200from each tissue,were evaluated for their antagonistic activity towards the pathogens F.oxysporum,Ralsto-nia sp.,and M.hapla.In all,104strains(10.4%of the total)displayed antagonistic activities against at least one of tested pathogens(Table1).The highest number of bacterial antagonists was obtained from root samples which contributed27strains,followed by leaf(25),petiole(22),stem(17),and seed(13).Among the104antagonisms,51showed antago-nistic activity only against one of the three tested targets(Table1),which including28strains towards M.hapla with NE of46.45–100%,13towards F.oxysporum with AE of34.95–62.17%,and10 towards Ralstonia sp.with AZ of5.20–20.06mm in diameter.There were43strains exhibiting dual antagonistic activities against two of the three pathogens(Table1), in which25had antagonistic activity towards F.oxy-sporum and Ralstonia sp.with AE of44.75–52.97% and AZ of4.64–17.12mm,respectively,ten towards Ralstonia sp.and M.hapla with AZ of5.74–18.33mm and NE of38.23–100%,respectively,and eight towards F.oxysporum and M.hapla with AE of 40.12-58.45%and NE of44.16-100%,respectively.Furthermore,ten strains were found to show antagonistic activities to all the three targets(Table1). Phylogeny of endophytic bacterial antagonistsfrom P.notoginsengThe results revealed that the104isolates were assigned into four bacterial groups:the Actinobacte-ria,the Bacteroidetes/Chlorobi,the Firmicutes and the Proteobacteria(Table2;Fig.2).Endophytic bacteria of the Firmicutes group dominated the collection of isolates as the included87isolates(83.7%of the total).In this group,Bacillus spp.represented the majority,with81isolates(93.1%).The16S rRNA gene sequences indicated that the majority of the Table1The number of bacterial endophytes obtained from different tissues of Panax notoginseng with antagonistic activities towards three pathogens of RRDCPathogens a Number of antagonistic endophyticbacteriaSum Seed Petiole Leaf Stem RootFo0340613 Rs0113510 Mh4696328 Fo and Rs5663525 Fo and Mh112318 Rs and Mh2112410 Fo and Rsand Mh1420310 Total1322251727104 a Fo Fusarium oxysporum,Rs Ralstonia sp.,Mh Meloidogyne haplaTable2Endophytic bacterial antagonists of RRDC pathogens Fusarium oxysporum,Ralstonia sp.,and Meloidogyne hapla in different tissues of Panax notoginseng and their closest phylogenetic affiliations(based on partial16S rRNA gene sequences) Closest NCBI library strain and accession no.Similarity(%)Pathogens b Origin Isolate a AccessionnumberSe09JN700118Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.79Fo,Ro Seed Se12JN700114Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.03Fo,Ro Seed Se03JN700109Bacillus anthracis ATCC14578T(AB190217)99.92Mh Seed Se06JN700115Bacillus anthracis ATCC14578T(AB190217)99.92Mh Seed Se04JN700111Bacillus cereus ATCC14579T(AE016877)99.86Mh Seed Se05JN700108Bacillus cereus ATCC14579T(AE016877)99.79Fo,Mh Seed Se01JN700117Bacillus cereus ATCC14579T(AE016877)99.93Fo,Ro,Mh Seed Se02JN700119Bacillus cereus ATCC14579T(AE016877)99.86Ro,Mh Seed Se07JN700112Bacillus cereus ATCC14579T(AE016877)99.72Mh Seed Se08JN700116Bacillus methylotrophicus CBMB205T(EU194897)99.93Fo,Ro Seed Se10JN700120Bacillus methylotrophicus CBMB205T(EU194897)99.93Ro,Mh Seed Se11JN700110Bacillus methylotrophicus CBMB205T(EU194897)100.00Fo,Ro Seed Se13JN700113Myroides odoratimimus CCUG39352T(AJ854059)99.64Fo,Ro Seed P02JN700157Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)98.90Ro,Mh Petiole P03JN700159Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)98.69Fo,Ro,Mh Petiole P04JN700147Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.31Fo,Ro Petiole P14JN700160Bacillus cereus ATCC14579T(AE016877)99.59Fo Petiole P05JN700152Bacillus methylotrophicus CBMB205T(EU194897)98.40Fo,Ro,Mh Petiole P06JN700148Bacillus methylotrophicus CBMB205T(EU194897)99.58Fo,Ro,Mh Petiole P07JN700153Bacillus methylotrophicus CBMB205T(EU194897)99.72Fo,Ro Petiole P09JN700158Bacillus methylotrophicus CBMB205T(EU194897)99.38Fo,Ro,Mh Petiole P10JN700161Bacillus methylotrophicus CBMB205T(EU194897)99.24Fo,Ro Petiole P12JN700154Bacillus pocheonensis Gsoil420T(AB245377)97.85Mh Petiole P13JN700162Bacillus pocheonensis Gsoil420T(AB245377)97.85Mh Petiole P08JN700150Bacillus subtilis subsp.spizizenii NRRL B-23049T(AF074970)99.21Fo,Ro Petiole P01JN700146Bacillus tequilensis NRRL B-41771T(EU138487)98.46Fo,Mh Petiole P11JN700167Bacillus tequilensis NRRL B-41771T(EU138487)99.30Fo,Ro Petiole P22JN700156Chryseobacterium koreense Chj707T(AF344179)96.42Mh Petiole P21JN700151Kocuria assamensis S9-65T(HQ018931)97.74Fo,Ro Petiole P19JN700155Lysinibacillus fusiformis NBRC15717T(AB271743)97.32Mh Petiole P15JN700164Lysinibacillus sphaericus ATCC14577T(L14010)97.94Mh Petiole P16JN700165Lysinibacillus sphaericus ATCC14577T(L14010)97.97Ro Petiole P17JN700149Lysinibacillus sphaericus ATCC14577T(L14010)97.85Mh Petiole P18JN700166Lysinibacillus sphaericus ATCC14577T(L14010)97.81Fo Petiole P20JN700163Lysinibacillus sphaericus ATCC14577T(L14010)97.88Fo Petiole L22JN700142Acinetobacter calcoaceticus DSM30006T(X81661)97.99Fo Leaf L03JN700128Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)98.77Fo Leaf L04JN700138Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.18Fo Leaf L06JN700121Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)98.70Fo,Ro,Mh Leaf L09JN700139Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.53Ro Leaf L11JN700124Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.04Fo Leaf L12JN700127Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)98.97Fo,Ro Leaf L13JN700141Bacillus aryabhattai B8W22T(EF114313)98.38Mh LeafIsolate a AccessionClosest NCBI library strain and accession no.Similarity(%)Pathogens b Origin numberL14JN700122Bacillus aryabhattai B8W22T(EF114313)98.77Mh Leaf L16JN700144Bacillus cereus ATCC14579T(AE016877)99.32Mh Leaf L01JN700132Bacillus methylotrophicus CBMB205T(EU194897)99.73Fo,Ro,Mh Leaf L02JN700125Bacillus methylotrophicus CBMB205T(EU194897)99.80Ro,Mh Leaf L05JN700145Bacillus methylotrophicus CBMB205T(EU194897)99.49Fo,Mh Leaf L07JN700123Bacillus methylotrophicus CBMB205T(EU194897)99.87Fo,Ro Leaf L08JN700129Bacillus methylotrophicus CBMB205T(EU194897)99.45Fo,Mh Leaf L10JN700126Bacillus tequilensis NRRL B-41771T(EU138487)98.96Fo,Ro Leaf L15JN700135Bacillus thuringiensis ATCC10792T(ACNF01000156)99.18Fo,Ro Leaf L17JN700137Brevundimonas vesicularis LMG2350T(AJ227780)98.69Fo,Ro Leaf L23JN700140Enterobacter ludwigii DSM16688T(AJ853891)99.03Mh Leaf L24JN700134Enterobacter ludwigii DSM16688T(AJ853891)98.27Mh Leaf L25JN700133Enterobacter ludwigii DSM16688T(AJ853891)99.38Mh Leaf L21JN700130Pseudomonas plecoglossicida FPC951T(AB009457)98.82Mh Leaf L18JN700131Stenotrophomonas rhizophila e-p10T(AJ293463)98.62Fo,Ro Leaf L19JN700143Stenotrophomonas rhizophila e-p10T(AJ293463)98.27Mh Leaf L20JN700136Stenotrophomonas rhizophila e-p10T(AJ293463)98.41Mh Leaf St01JN700068Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.58Ro Stem St02JN700072Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.79Ro,Mh Stem St06JN700064Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.93Fo,Ro Stem St07JN700074Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.72Fo,Ro Stem St09JN700079Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.45Mh Stem St14JN700080Bacillus aryabhattai B8W22T(EF114313)99.86Ro,Mh Stem St12JN700075Bacillus megaterium IAM13418T(D16273)99.65Mh Stem St13JN700076Bacillus megaterium IAM13418T(D16273)99.44Fo,Mh Stem St03JN700067Bacillus methylotrophicus CBMB205T(EU194897)100.00Ro Stem St04JN700066Bacillus methylotrophicus CBMB205T(EU194897)99.86Mh Stem St05JN700065Bacillus methylotrophicus CBMB205T(EU194897)100.00Fo,Mh Stem St08JN700078Bacillus subtilis subsp.inaquosorum BGSC3A28T(EU138467)99.40Mh Stem St10JN700071Bacillus tequilensis NRRL B-41771T(EU138487)99.72Fo,Mh Stem St11JN700073Bacillus tequilensis NRRL B-41771T(EU138487)99.72Fo,Ro Stem St16JN700070Sphingobium yanoikuyae GIFU9882T(D16145)99.49Mh Stem St17JN700069Sphingobium yanoikuyae GIFU9882T(D16145)99.35Ro Stem R26JN700085Arthrobacter crystallopoietes DSM20117T(X80738)99.72Fo Root R02JN700083Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.93Mh Root R03JN700104Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.93Fo,Ro Root R04JN700088Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.86Fo,Ro,Mh Root R05JN700087Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.93Fo,Mh Root R06JN700098Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.93Fo Root R07JN700090Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.93Fo,Ro Root R08JN700086Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.45Fo,Ro Root R09JN700105Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.86Ro,Mh Root R10JN700081Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.65Fo,Ro Root R11JN700097Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.79Fo,Ro,Mh RootBacillus isolates were closely related phylogenetically to the species Bacillus amyloliquefaciens subsp. plantarum(27isolates,33.3%)and Bacillus methy-lotrophicus(24isolates,29.6%)with sequence sim-ilarities of98.69–99.93%and98.40–100%, respectively.The remaining30isolates of Bacillus spp.were assigned to11species with similarities of 97.85–99.93%:Bacillus cereus(7isolates),Bacillus tequilensis(7),Bacillus aryabhatta(3),Bacillus anthracis(2),Bacillus megaterium(2),Bacillus pocheonensis(2),Bacillus sonorensis(2),Bacillus subtilis subsp.spizizenii(2),B.subtilis subsp.inaqu-osorum(1),Bacillusfirmus(1)and Bacillus thuringi-ensis(1).The six remaining Firmicutes were respectively assigned to Lysinibacillus fusiformis and Lysinibacillus sphaericus with similarity more than 97.32%.Members of the Proteobacteria(12isolates) were assigned to six species fromfive genera(Enter-obacter,Stenotrophomonas,Acinetobacter,Pseudo-monas,Sphingobium,and Brevundimonas)in the alpha and gamma proteobacterial subdivisions with similarities of97.99-99.78%.Of the three Actino-bacteria isolates,two were matched to Kocuria assamensis,while one was affiliated to Arthrobacter crystallopoietes.The two isolates of Bacteroidetes/ Chlorobi were closely related to Chryseobacterium koreense and Myroides odoratimimus.Distribution of endophytic bacterial antagonismsin different tissues of P.notoginsengThe distribution of antagonists isolated from leaf, petiole,stem,root and seed of P.notoginseng is presented in Fig.3.At the phylum level,members of the Firmicutes were widely distributed in all the sampled tissues,while isolates of Bacteroidetes/ Chlorobi were found in petiole and seed,isolates of Proteobacteria were concurred in leaf and stem and the Acinobacteria occurred only in petiole and root.For all the tissues,Firmicutes were the dominant,espe-cially Bacillus spp.which accounted for92.3%of all antagonists in seed,92.6%in root,82.4%in stem, 64.0%in leaf,and63.6%in petiole.Considering the tissue origin of the antagonists and analyzing phylo-genetically at the species level,B.amyloliquefaciens subsp.plantarum(Fig.3,red color)and B.methylot-rophicus(Fig.3,yellow color)were found within all tissues and represented the majority except the seedIsolate a AccessionnumberClosest NCBI library strain and accession no.Similarity(%)Pathogens b OriginR12JN700082Bacillus amyloliquefaciens subsp.plantarum FZB42T(CP000560)99.65Fo,Ro Root R25JN700106Bacillusfirmus NCIMB9366T(X60616)99.21Fo Root R01JN700084Bacillus methylotrophicus CBMB205T(EU194897)99.72Fo,Root R13JN700103Bacillus methylotrophicus CBMB205T(EU194897)99.93Ro Root R14JN700099Bacillus methylotrophicus CBMB205T(EU194897)99.86Ro Root R16JN700102Bacillus methylotrophicus CBMB205T(EU194897)99.86Ro Root R17JN700100Bacillus methylotrophicus CBMB205T(EU194897)99.93Ro Root R19JN700101Bacillus methylotrophicus CBMB205T(EU194897)99.72Ro,Mh Root R20JN700095Bacillus methylotrophicus CBMB205T(EU194897)99.93Ro,Mh Root R21JN700089Bacillus methylotrophicus CBMB205T(EU194897)99.58Fo Root R23JN700092Bacillus sonorensis NRRL B-23154T(AF302118)98.85Fo,Ro,Mh Root R24JN700094Bacillus sonorensis NRRL B-23154T(AF302118)99.00Fo Root R15JN700096Bacillus subtilis subsp.spizizenii NRRL B-23049T(AF074970)99.50Ro,Mh Root R18JN700091Bacillus tequilensis NRRL B-41771T(EU138487)99.23Mh Root R22JN700093Bacillus tequilensis NRRL B-41771T(EU138487)99.93Ro Root R27JN700107Kocuria assamensis S9-65T(HQ018931)99.29Mh Root a The antagonistic bacterial endophytes of Panax notoginseng were encoded as L01-25,P01-22,R01-27,Se-1-13,St01-17according to combination of the initial of the abbreviation of the tissues and the numbers indicatingb Fo Fusarium oxysporum,Rs Ralstonia sp.,Mh Meloidogyne haplamaterial in which B.cereus(Fig.3,medium blue color)was the dominant species(38.5%).Within Bacillus spp.,at least one species was unique for a given tissue.For example,B.thuringiensis(Fig.3, deep pink color)was exclusively found in leaf, B.pocheonensis(Fig.3,green color)was only present in petiole,B.megaterium(Fig.3,rosy color)was only present in stem,B.firmus and B.sonorensis(Fig.3, dark khaki and jade green color)were only found in root,whilst B.anthracis(Fig.3,medium purple color) was only present in seed.Unlike most Bacillus spp., which are commonly distributed within all tissues, species from other genera usually were only detected in specific tissues.Species from genera of Stenotroph-omonas,Pseudomonas,Enterobacter,Brevundimonas and Acinetobacter were restricted to the leaf,members of Lysinibacillus and Chryseobacterium were found only in petioles,Sphingobium and Sphingomonas were presented only in stems,while species of Arthrobacter and Myroides were detected only in roots and seeds, respectively.Phylogenetic profiling of endophytic bacterial antagonists towards different pathogens of RRDC Members of the genus Bacillus were determined to be single pathogen antagonists(32of51strains,62.7%), dual pathogen antagonists(39of43,90.7%)and triple pathogen antagonists(10of10,100%).Of the single antagonists of F.oxysporum,13strains were assigned into seven species of three genera(Arthro-bacter,Bacillus,and Lysinibacillus).Of the single antagonists of Ralstonia sp.,ten strains were assigned tofive species of three genera(Bacillus,Lysinibacil-lus,and Sphingobium).Among the single antagonists of M.hapla,28strains were identified from18species in10genera(Kocuria,Chryseobacterium,Bacillu, Lysinibacillus,Sphingobium,Sphingomonas,Entero-bacter,Pseudomonas,and Stenotrophomonas).The dual antagonists of F.oxysporum and Ralstonia sp. included25strains from nine species,while that of F.oxysporum and M.hapla,as well as that of Ralstonia sp.and M.hapla respectively contained eight strains fromfive species and ten strains fromfive species.As noted above,on Bacillis species showed triple antagonistic activity and these ten strains were identified as B.amyloliquefaciens subsp.plantarum (4strains),B.methylotrophicus(4),B.cereus(1)and B.sonorensis(1).DiscussionEndophytic bacteria appear to be omnipresent within plants and exist in almost every tissue type studied (Kobayashi and Palumbo2000).Because of their competitive ability to colonize ecological niches in their hosts compared to most epiphytes and soil microorganisms(Chen et al.1995;Hallmann et al. 1997;Oldroyd et al.2009),endophytic bacteria have been considered as promising source for development of BCAs and biofertilizers(Hallmann et al.1997; Kobayashi and Palumbo2000;Ryan et al.2008; Senthilkumar et al.2011;Sturz et al.2000).In recent years,the use of bacterial endophytes as BCA has received increased attention.Numerous studies on endophytic bacteria from a broad range of host plants have been carried out but few investigations on the endophytes within the medicinal plants of genus Panax have been carried out(Cho et al.2007).In our study,we screened104antagonistic strains out of 1,000endophytic bacteria of P.notoginseng using three significant pathogens causing RRDC as targets and characterized their phylogenetic diversity.To our knowledge,this is thefirst comprehensive study on the antagonistic endophytic bacteria associated with RRDC of P.notoginseng.This research demonstrated that P.notoginseng is not only home to endophytic bacterial antagonists but also endophytic bacterial antagonists inhabited all the tissues sampled.It is interesting to note that the largest number of antag-onists was obtained from roots of P.notoginseng, which indicated that this tissue was a good source of antagonistic bacteria.It has been reported that plant roots harboured a higher proportion of antagonists compared to other tissues(Berg et al.2005).This is because the root is the primary site of competition between antagonists and soil-borne pathogens and has rich water and nutrients for survival of endophytes.Phylogenetic analysis indicated that the P.notogin-seng associated antagonistic bacterial endophytes were affiliated to four bacterial groups,comprising the Actinobacteria,the Bacteroidetes/Chlorobi,the Firmi-cutes and Proteobacteria,and to12genera indicating that P.notoginseng represents an excellent reservoir for endophytic bacterial antagonists.The members of Firmicutes were found to be dominant in all tissues, especially members of Bacillus.The predominance of Bacillus spp.in various ecological environments including soil,plant interior and water has been。