T HE ACT INORHIZAL SYMBIOSIS OF T HE EARLIEST ...1076320/...©Nguyen Thi Thanh Van, Stockholm...
Transcript of T HE ACT INORHIZAL SYMBIOSIS OF T HE EARLIEST ...1076320/...©Nguyen Thi Thanh Van, Stockholm...
T H E A C T I N O R H I Z A L S Y M B I O S I S O F T H E
E A R L I E S T D I V E R G E N T F R A N K I A C L U S T E R
N g u y e n T h i T h a n h V a n
The actinorhizal symbiosis of
the earliest divergent Frankia cluster
Nguyen Thi Thanh Van
©Nguyen Thi Thanh Van, Stockholm University 2017
ISBN print 978-91-7649-716-6
ISBN PDF 978-91-7649-717-3
Printed in Sweden by US-AB, Stockholm 2017
Distributor: Department of Ecology, Environment and Plant Sciences
Stockholm University, Stockholm, Sweden
Con kính tặng Ba
Sammanfattning
Under de senaste åren har allt större tonvikt lagts vid vikten av att utveckla en
världsomspännande utvecklingsmässigt ekologiskt hållbar jordbruksnäring.
Nödvändigheten av att minska beroendet av syntetiska kvävebaserade
gödningsmedel har lett till ett alltmer växande forskningsfält baserat på vikten
av biologisk kvävefixering, med emfas på rotknölsymbios. Mina studier har
fokuserat på mekanismerna i och med actinorhizalsymbios, i.e den
symbiotiska interaktionen mellan olika kvävefixerande actinobacteria -genus
Frankia. i förhållande till en mycket skiftande grupp av växter från åtta olika
växtfamiljer, som sammantaget kallas actinorhizalväxter. Frankia kluster II
har visats vara en systerklad i förhållande till alla andra kluster, vilket gör att
denna speciella gren kan ge insikt i hur Frankia kluster II kan tillföra värdefull
information om den evolutionära bakgrunden i och med actinorhizalsymbios.
Det första fullt sekvenserade genomet av en medlem från detta kluster,
Candidatus Frankia datiscae Dg1 med ursprung från Pakistan, visar att
genomet infattar nod generna nodABC som svarar för framställandet av
lipochitooligosaccharid Nod-faktorer, vilket särskiljer denna medlem från
andra grupper av Frankia som saknar dessa gener. Arbetet i och med denna
avhandling är grundat på gDNA isolerat från sex inokula, tre från
Nordamerika (USA; två från Kalifornien och ett från Alaska), ett från Europa
(Frankrike), ett från Asien (Japan) och ett från Oceanien (Papua Nya Guinea).
gDNA isolerades från rotknölar från Datisca glomerata (Datiscaceae),
Ceanothus thyrsiflorus (Rhamnaceae), Coriaria myrtifolia och Coriaria
arborea (Coriariaceae). Sammantaget sekvenserades tretton metagenom.
Denna avhandling visar att de olika medlemarna i Frankia kluster II agerar
som en grupp, vilket kan förklara förmågan att just kluster II kan nodulera en
ovanligt stor och divers grupp av värdväxter, vilka innefattar fyra familjer från
två ordningar. Det inokulum som isolerades från Papua Nya Guinea (den enda
art från södra halvklotet som hittills sekvenserats), visade sig härbärgera en
hittills okänd Frankia-art, som namngavs Candidatus Frankia meridionalis.
Alla kluster II-arter studerade i detta arbete bär nod-generna nodABC i sitt
genom, med undantag för den art som isolerats från Papua Nya Guinea vars
genom enbart innehar nodB’C. Alla tre metagenom isolerade från USA
innefattade dessutom en sulfotransferas-gen, nodH. Denna gen har visat sig
vara uttryckt värdväxtspecifikt, då proteinet kunde spåras i rotknölar från
värdväxten C. thyrsiflorus men inte i de knölar som isolerats från D.
glomerata. Fylogenetiska analyser sammantagna med transposasfrekvensdata
i våra analyserade genom ger starkt stöd till hypotesen att den utökade
värdkretsen från Coriaria till Datisca för Frankia-arter i kluster II skedde i
Euroasien samt att kluster II-arter kom till nordamerika via Berings sund. För
att erhålla mer information om och hur värdväxten påverkar
mikrosymbiontens molekylära reaktioner jämfördes metabolismen i rotknölar
från D. glomerata (Cucurbitales) och C. thyrsiflorus (Rosales) på
transkriptionsnivå. Det system som skyddar nitrogenas från de negativa
effekterna av syre verkar vara mer effektivt i rotknölar från Ceanothus i
jämförelse med hur systemet verkar i knölar från Datisca, enär bakteriernas
kvävemetabolism sannolikt är likställd i samröret med båda växtarterna.
Aminosyraextrakten från rotknölarna från D. glomerata visar att profilen
utifrån kvävehaltiga aminosyror domineras av glutamat and arginin, vilket
stöder hypotesen att Frankia utsöndrar kväve, troligen i form av arginin,
speciellt anpassat för symbiosen med D. glomerata. Således visar våra data att
arter från Frankia II särskiljer sig från andra Frankia-arter i hänseendet att
deras repertoar av nod-gener och deras kvävemetabolism i symbios med sin
värdväxt är specifikt annorlunda.
List of publication
This thesis is based on the following publications and manuscripts:
I. Nguyen TV, Wibberg D, Battenberg K, Blom J, Vanden
Heuvel B, Berry AM, Kalinowski J, Pawlowski K (2016) An
assemblage of Frankia Cluster II strains from California con-
tains the canonical nod genes and also the sulfotransferase
gene nodH. BMC Genomics 17: 796.
II. Nguyen TV, Wibberg D, Vigil-Stenman T, Battenberg K,
Demchenko KN, Blom J, Fernandez MP, Yamanaka T, Berry
AM, Kalinowski J, Brachmann A, Pawlowski K. Meta-
genomes from the earliest divergent Frankia cluster: They
come in teams. Manuscript
III. Nguyen TV, Hilker R, Wibberg D, Battenberg K, Berry AM,
Kalinowski J, Pawlowski K. Cucurbitales vs. Rosales: Anal-
ysis of bacterial metabolism based on candidate gene expres-
sion profiling in root nodules of Datisca glomerata and Cea-
nothus thyrsiflorus. Manuscript
IV. Persson T, Nguyen TV, Alloisio N, Pujic P, Berry AM, Nor-
mand P, Pawlowski K (2016) The N-metabolites of roots and
actinorhizal nodules from Alnus glutinosa and Datisca glom-
erata: can D. glomerata change N-transport forms when nod-
ulated? Symbiosis 70: 149-157
My contributions to these papers/manuscripts were as follows:
I: Obtained the inoculum, grew and infected the plants, isolated
the DNA, participated in the evaluation of the genome data,
conducted and evaluated the RT-qPCR experiments, partici-
pated in writing the manuscript
II: Grew the plants and maintained the inocula, isolated the DNA,
participated in the evaluation of the genome data, conducted
and evaluated the RT-qPCR experiments, participated in writ-
ing the manuscript
III: Grew the D. glomerata plants, performed all RNA isolations,
conducted and evaluated the RT-qPCR experiments, wrote the
manuscript
IV: Grew the plants and extracted the metabolites for D. glomer-
ata, participated in the evaluation of the data and the writing
of the manuscript
Also partially written by the author but not included in this thesis:
V. Nguyen TV, Pawlowski K (2017). Frankia and actinorhizal
plants: symbiotic nitrogen fixation. In: Mehnaz S (ed). Mi-
crobes for sustainability - Rhizotrophs, Springer, New York.
In press.
VI. Normand P, Nguyen TV, Battenberg K, Berry AM, Vanden
Heuvel B, Fernandez MP, Pawlowski K. Proposal of Candi-
datus Frankia californiensis, the uncultured nitrogen-fixing
symbiont associated with a phylogenetically broad group of
hosts endemic to California. Int J Syst Evol Microbiol, in
preparation.
Contents
1. Introduction ......................................................................................... 13
1.1 Nitrogen-fixing symbiosis in root nodules ......................................... 13
1.2 Actinorhizal symbiosis ....................................................................... 14
1.3 Actinorhizal nodules .......................................................................... 19
1.3.1 Nodule induction ........................................................................ 19
1.3.2 Nodule structure ......................................................................... 21
1.3.3 Nodule metabolism ..................................................................... 23
1.4 Signal exchange between microsymbiont and host plant ................... 24
1.4.1 Signal exchange in the legume-rhizobia symbiosis .................... 24
1.4.2 Signal exchange in actinorhizal symbiosis ................................. 26
1.5 Evolution of actinorhizal symbiosis ................................................... 27
2. Aim of this thesis ................................................................................. 29
3. Comments on methodology ................................................................. 30
3.1 Frankia gDNA isolation for genome sequencing ........................... 30
3.2 Candidate gene expression profiling of bacteria in nodules of Datisca
glomerata and Ceanothus thyrsiflorus ..................................................... 30
3.3 Amino acid profiling of roots and nodules from Datisca glomerata . 32
4. Results and Discussion ........................................................................ 33
4.1 Genome sequencing of Frankia cluster II strains............................... 33
4.1.1 Frankia cluster II inocula represent strain assemblages ............. 33
4.1.2 Eurasian cluster II Frankia (meta-)genomes contain the canonical
nod genes nodABC and North American strains also contain the
sulfotransferase gene nodH.................................................................. 37
4.1.3 Cluster II genome (in-)stability: transposase frequencies in the
different strains .................................................................................... 38
4.1.4 Evolution of the symbiosis between actinorhizal plants and
Frankia cluster II strains ...................................................................... 39
4.2 Candidate gene expression profiling of bacterial metabolism in root
nodules of D. glomerata (Cucurbitales) and C. thyrsiflorus (Rosales) .... 40
4.2.1 Frankia nodABC genes are expressed in both types of nodules, and
nodH genes are expressed in nodules of C. thyrsiflorus ...................... 41
4.2.2 The expression levels of genes encoding bacterial truncated
hemoglobin and catalases in C. thyrsiflorus are higher than in D.
glomerata ............................................................................................. 41
4.2.3 Nodules induced by members of Frankia cluster II seem to share
the same nitrogen metabolism ............................................................. 42
4.2.4 Which carbon source does the host plant provide for symbiotic
Frankia in both systems? ..................................................................... 43
4.3 The N-metabolites of roots and actinorhizal nodules from Datisca
glomerata ................................................................................................. 46
4.3.1 Amino acid profiles of roots and nodules ................................... 46
4.3.2 Do D. glomerata plants change nitrogen transport forms when
nodulated? ............................................................................................ 47
5. Conclusions ......................................................................................... 49
6. Future perspectives .............................................................................. 50
7. Acknowledgments ............................................................................... 51
8. References ........................................................................................... 53
Abbreviations
AMF Arbuscular Mycorrhizal Fungi
AMS Arbuscular Mycorrhizal Symbiosis
ANI Average Nucleotide Identity
ATP Adenosine triphosphate
BNF Biological Nitrogen Fixation
CcaMK Calcium- and Calmodulin-dependent serine/threonine
protein Kinase
CSSP Common Symbiotic Signalling Pathway
DMI Does not Make Infection
DNA Deoxyribonucleic acid
EDGAR Efficient Database framework for comparative Ge-
nome Analyses using BLAST score Ratios
GABA γ-aminobutyrate
gDNA Genomic Deoxyribonucleic acid
GOGAT Glutamine oxoglutarate aminotransferase
(Glutamate synthase)
GS Glutamine Synthetase
HPLC High-Performance Liquid Chromatography
IS Insertion Sequence
LCO Lipochitooligosaccharide
LysM Lysin motif
Mbp Mega base pairs
Mya Million years ago
NFR Nod Factor Receptor
NFP Nod Factor Perception
NIN Nodule Inception
Nod Nodulation
NORK Nodulation Receptor Kinase
NSP Nodulation Signalling Pathway
ORF Open Reading Frame
PHYLIP Phylogeny Inference Package
RNA Ribonucleic acid
RT-qPCR Quantitative Reverse Transcription Polymerase Chain
Reaction
SYMRK Symbiosis Receptor-like Kinase
TCA Tricarboxylic Acid
Vc Vesicle cluster
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1. Introduction
1.1 Nitrogen-fixing symbiosis in root nodules
Nitrogen is most often a limiting element for plant productivity even
though it is abundant in the Earth’s atmosphere (Bohlool et al. 1992;
Graham and Vance 2000). Since the invention of the Haber-Bosch pro-
cess, which made the industrial manufacture of ammonia economically
feasible, the extensive use of synthetic nitrogen fertilizer has been
boosting crop yields worldwide (reviewed by Frink et al. 1999). How-
ever, the production of nitrogen fertilizer requires significant amount of
fossil fuel energy (Galloway et al. 1995). In addition, it has caused sev-
eral adverse environmental issues such as eutrophication and hypoxia
in aquatic ecosystems (Galloway et al. 1995; Tilman et al. 2001), in-
creasing greenhouse gas emission (Socolow 1999; Kim and Dale 2008)
and contribution to acid rain and photochemical smog (Vitousek et al.
1997).
The growing international concern for environmental issues and de-
pletion of natural resources has led to emphasis on alternative nitrogen
resources. In nature, plants acquire reduced forms of nitrogen from dif-
ferent sources, organic matter decomposition, conversion of atmos-
pheric nitrogen into forms that plants could utilize by lightning and bi-
ological nitrogen fixation (BNF). BNF is a process carried out by a
number of prokaryotes that could convert atmospheric nitrogen to am-
monia thanks to the nitrogenase enzyme complex (Postgate 1982). Ni-
trogenase consists of two proteins, the MoFe protein and the electron-
transfer Fe protein, that associate and dissociate in a catalytic cycle in-
volving adenosine triphosphate (ATP) hydrolysis (reviewed by Hoff-
man et al. 2014). The reaction that this enzyme catalyses can be given
as
N2 + 8e- + 16ATP + 8H+ 2NH3 + H2 + 16ADP + 16Pi
14
BNF not only enhances agricultural production but also contributes
to nitrogen input into natural ecosystems (Giller and Cadisch 1995;
O’Hara et al. 2002). The contribution of symbiotic/associative nitrogen
fixation to the total fixed nitrogen was estimated to 70%, as compared
to 30% by non-symbiotic systems (Paul 1988). Nitrogen-fixing symbi-
oses include the cyanobacterial partnerships, e.g., Azolla/Nostoc, and
root nodule symbioses, namely the legume-rhizobia symbiosis and the
actinorhizal symbiosis. The legume-rhizobia symbiosis is established
between members of the legume family, and one non-legume genus
Parasponia (Cannabaceae), with a polyphyletic group of Gram-nega-
tive soil proteobacteria called rhizobia. Actinorhizal symbioses are es-
tablished between members from 25 plant genera belonging to eight
families from three orders, collectively called actinorhizal plants, with
Gram-positive soil actinobacteria of the genus Frankia (Benson and Sil-
vester 1993).
1.2 Actinorhizal symbiosis
1.2.1 Frankia
The genus Frankia includes nitrogen-fixing soil actinobacteria that
can establish a symbiotic relationship with a widely diverse group of
perennial trees and shrubs, representing more than 200 species from
eight families (Lechevalier 1994). The genus name was first used by J.
Brunchorst to honour his mentor, the Swiss biologist A.B. Frank who
coined the word symbiosis. Becking (1970) affirmed the name and
added six more Frankia species based on host plant specificity to the
existing four in the family Frankiaceae: Frankia alni, F. elaeagni, F.
brunchorstii, F. discariae, F. casuarinae, F. ceanothi, F. coriariae, F.
dryadis, F. purshiae, and F. cercocarpi. Based on its morphology, this
family was placed in the order Actinomycetales (now: Actinobacteria)
(Becking 1970) which later was confirmed based on 16S rRNA se-
quences (Normand et al. 1996).
Phylogenetically, Frankia strains can be divided into four main clus-
ters (Figure 1; Normand et al. 1996; Sen et al. 2014; Persson et al. 2015;
15
Nguyen et al. 2016). Members of cluster IV are either unable to induce
root nodules, or induce ineffective, i.e., non-nitrogen-fixing nodules.
Strains from cluster I enter nitrogen-fixing symbioses with members of
the actinorhizal plant families Betulaceae, Casuarinaceae (with the ex-
ception of the genus Gymnostoma) and Myricaceae (except the genus
Morella). Strains from cluster II nodulate a wide range of host plants
which include four families from two different orders, the Rosaceae and
the rhamnaceous genus Ceanothus from the Rosales, and Datiscaceae
and Coriariaceae from the order Curcubitales. This cluster is sister to
all other Frankia clusters (Sen et al. 2014; Persson et al. 2015). Strains
from cluster III induce nodules on members of two families belonging
to the Rosales (Rhamnaceae [with the exception of the genus Ceano-
thus] and Elaeagnaceae), two genera from the order Fagales (Gymnos-
toma, Morella) and occasionally on the genus Alnus.
Figure 1. Comparison of core genomes of 14 sequenced Frankia strains. Outgroups were
two actinobacterial genomes, Nocardia farcinica and Mycobacterium gilvum Spyr1. The phy-
logenetic tree was deduced from concatenated core gene alignments using PHYLIP (Felsenstein
2005). The bar below the phylogenetic tree represents the scale of sequence divergence. The
phylogenetic tree was kindly provided by Daniel Wibberg (University of Bielefeld, Germany)
and Jochen Blom (Justus Liebig University, Gießen, Germany).
Table 1 summarizes the sequenced Frankia genomes available at the
onset of this thesis. The size of Frankia genomes varies significantly,
from the 5.0 mega base pairs (Mbp) genome of the strain CeD (cluster
I) which infects Casuarina equisetifolia to the 10.45 Mbp genome of
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R43 (cluster III) which was isolated from nodules of C. cunninghami-
ana but only infects members of the Eleaegnaceae family. Strains of
cluster I have genome sizes between 7 and 8 Mbp (Betulaceae- and My-
ricaceae-infective strains) or between 5 and 6 Mbp (Casuarinaceae-in-
fective strains). Cluster II strains have genome sizes between 5 and 6
Mbp. Cluster III genomes range from 6.61 Mbp to 10.45 Mbp while
genome sizes of cluster IV range from 6.9 Mbp to 10 Mbp. With only
one exception, Frankia strain BMG5.1, members of cluster II could not
be cultured despite numerous attempts. In contrast to other known
Frankia strains which show optimal growth at pH values of ca. 7,
BMG5.1 is alkaliphilic. It achieves optimal growth at pH 9.5 and barely
shows any growth at pH 7 (Gtari et al. 2015).
Table 1. Sequenced Frankia genomes with their GenBank accession numbers and the host
plants from which they were originally isolated.
Cluster Strain Host Size
(Mbp)
Accession
number
I
ACN14a Alnus crispa 7.49 GCA_000058485.1
ACN1ag Alnus viridis 7.52 LJPA00000000
AvcI.1 Alnus viridis 7.74 LJFZ00000000
Allo2 Allocasuarina verticillata 5.35 JPHT00000000
BMG5.23 Casuarina glauca 5.27 JDWE00000000
BR Casuarina equisetifolia 5.22 LRTJ00000000
CcI3 Casuarina cunninghamiana 5.43 CP000249
CcI6 Casurina cunninghamiana 5.57 AYTZ00000000
CeD Casuarina equisetifolia 5.00 JPGU00000000.1
CpI1-S Comptonia peregrina 7.62 JYFN00000000
CpI1-P Comptonia peregrina 7.61 LJJX00000000
G2 Casuarina equisetifolia 9.53 FAOZ00000000
QA3 Alnus nitida 7.59 AJWA00000000
Thr Casuarina cunninghamiana 5.30 JENI00000000
II
BMG5.1 Coriaria myrtifolia 5.79 JWIO00000000
Dg1 Datisca glomerata 5.32 CP002801
Dg2 Datisca glomerata 5.92 FLUV01000001
III
BCU110501 Discaria trinevis 7.89 ARDT00000000
BMG5.12 Eleaegnus sp. 7.58 ARFH00000000
EAN1pec Elaeagnus angustifolia 8.98 CP000820.1
EI5c Elaeagnus angustifolia 6.61 LRTK00000000
17
R43 Casuarina cunninghamiana 10.45 LFCW00000000
IV
CN3 Coriaria nepalensis 9.97 AGJN00000000
DC12 Datisca cannabina 6.88 LANG00000000
EuI1cT Elaeagnus umbellata 8.81 CP002299
The nitrogenase enzyme complex is very sensitive to oxygen in vitro
and in vivo. This is because one of its components, the iron-molyb-
denum complex, rapidly denatures upon exposure to oxygen (Gallon
1981). This leads to the so-called oxygen dilemma of nitrogen fixation:
on one hand, nitrogenase has to be protected from oxygen, on the other
hand, the nitrogenase reaction requires high amounts of ATP which are
best supplied by aerobic respiration. Most rhizobial strains can only fix
nitrogen inside root nodules because they rely on their host plant to pro-
vide protection for their nitrogenase complex from oxygen. Beta-rhizo-
bia can fix nitrogen in the free-living state but only under microaerobic
conditions (Patriarca et al. 2002). In contrast with rhizobia, Frankia
strains have the capability to protect their nitrogenase enzyme by de-
veloping highly specialized structures called vesicles at the end of hy-
phae or short side branches, and therefore can fix nitrogen in the free-
living state under aerobic conditions (Benson and Silvester 1993). Thus,
in symbiosis, both partners can contribute to the protection of nitrogen-
ase from oxygen. Frankia strains form vesicles in nodules of most host
plants; the shape, septation and subcellular position of the vesicles de-
pends on the host. i.e., the same strain can form different types of vesi-
cles in nodules of different plant species (Huss-Danell 1997). The
multi-layered envelopes of vesicles contain a high amount of
hopanoids, bacterial lipids (Berry et al. 1993). Like in culture, the thick-
ness of the envelope depends on the concentration of oxygen (Parsons
et al. 1987; Huss-Danell 1997; Kleemann et al. 1994).
In nodules of Casuarina and Allocasuarina species, the microsym-
biont does not form vesicles. The infected and adjacent uninfected cor-
tical cells have lignified cell walls which impede the diffusion of oxy-
gen (Berg and McDowell 1988). In addition, a large amount of protein
hemoglobin has been found in the infected cells of Casuarina nodules
(Fleming et al. 1987; Jacobsen-Lyon et al. 1995). The purified protein
possess similar characteristics as legume leghemoglobin’s, suggesting
18
that it plays a role in the transport of oxygen to the respiratory chain
(Gibson et al. 1989).
1.2.2 Actinorhizal plants
Actinorhizal plants are widely
distributed on Earth, from the arc-
tic (Lawrence et al. 1967) to the
tropics (Burleigh and Dawson
1994), but primarily located in the
temperate zone. They belong to
eight families from three different
orders (Table 2). The actinorhizal
species of the order Fagales in-
clude members of the families Bet-
ulaceae, Casuarinaceae and Myri-
caceae. The actinorhizal Rosales
include members of the families
Elaeagnaceae, Rhamnaceae, and
Rosaceae. The actinorhizal Cucur-
bitales include members of the
families Coriariaceae and Datisca-
ceae (Swensen 1996). All actino-
rhizal plants are woody with the
exception of two species of Da-
tisca. Datisca glomerata (common
name: Durango root) has a genera-
tion time of ca. six months. This
wind-pollinated, self-compatible
species is native to Baja California
in Mexico and California, USA
(Davidson 1973). Another actino-
rhizal genus that has its centre of
distribution in California is Ceano-
thus, belonging to the family
Rhamnaceae (Mabberely 1988).
Oder Family Genus
Betulaceae Alnus
Comptonia
Morella
Myrica
Allocasuarina
Casuarina
Ceuthostoma
Gymnostoma
Ceanothus
Colletia
Discaria
Kentrothamnus
Retanilla
Talguenea
Trevoa
Elaeagnus
Hippophae
Shepherdia
Cercocarpus
Chamaebatia
Cowania
Dryas
Purshia
Coriariaceae Coriaria
Datiscaceae DatiscaCucurbitales
Myricaceae
Casuarinaceae
Rhamnaceae
Elaeagnaceae
Rosaceae
Fagales
Rosales
Table 2. Actinorhizal plants and their
host specificity. Actinorhizal plants con-
sist of 25 genera belonging to eight di-
verse families from three orders. Host
plants of cluster I strains are depicted in
blue. Hosts of cluster II strains are de-
picted in red, and hosts of cluster III
strains are given in green.
19
Actinorhizal plants are the major source of fixed nitrogen in diverse
ecosystems including forests, swamps riparian zones, prairies and de-
serts (Silvester 1976; Dawson 1986). Alnus rubra, the red alder, which
is native to North America and Alnus glutinosa, the common alder, col-
onize riparian zones as well as nitrogen-poor wetlands (Dawson 2008).
Casuarina and Allocasuarina species play an important role in sand
dune stabilization and prevention of soil erosion in tropical climates and
warm temperate regions from Africa (Diagne et al. 2013) to Australia
(Barritt and Facelli 2001). Members of the genera Alnus, Shepherdia,
Hippophae and Dryas probably played a crucial role in soil formation
in vast areas of Europe, Asia and North America (Dawson 2008). Sea
buckthorn (H. rhamnoides) is currently being domesticated. This is be-
cause its seed oil can be used in cosmetics and the fruits are very rich
in vitamin C, carotenes and unsaturated fat and can be used in food in-
dustry as well as for phytopharmaceutical purposes (Suryakumar and
Gupta 2011).
1.3 Actinorhizal nodules
1.3.1 Nodule induction
In the legume-rhizobia symbiosis, the best examined way of root in-
fection is via root hairs. Just a few cases have been analysed where this
infection occurs via crack entry (Capoen et al. 2010; Goormachtig et al.
2004). In actinorhizal symbiosis there are currently two known ways of
root infection, intracellular infection for host plants from the order Fa-
gales and intercellular infection for hosts from the order Rosales. The
infection pathway in Cucurbitales has not been characterized yet. As in
legumes, the host plant of the actinorhizal symbiosis determines the
mechanism of infection.
Intracellular infection begins with the deformation of root hairs in
the presence of their respective microsymbionts (Callaham et al. 1979;
Berry et al. 1986). When a Frankia hypha is trapped in a root hair curl,
infection can occur (Berry and Torrey 1983). The Frankia hypha enters
20
the root in an infection thread-like structure, embedded in a plant-de-
rived pectin-rich matrix. The invasion of cortical cells by infection
thread-like structures is always preceded by the formation of a prein-
fection thread structure (Berg 1999). Concurrently, cell division in the
cortex is triggered, similar to the process in legume nodule formation.
Some of the newly-divided cells become infected, i.e., infection threads
branch and fill the cells from the centre outward. Eventually they form
the so-called prenodule which is part of the infection process of Fagales.
However, the prenodule is not directly involved in nodule formation.
Unlike in legume where the development of a nodule primordium takes
place in the cortex, actinorhizal nodule primordia originate in the peri-
cycle like lateral root primordia. The number of the primordia formed
per prenodule varies from a few up to a dozen or more (Callaham et al.
1979). Hyphae in infection threads grow from the prenodule to the nod-
ule primordium and infect primordium cells by branching. In the intra-
cellular infection process, infection threads grow from cell to cell
(transcellular growth). When the cells have been filled with hyphae in
branching infection threads, the microsymbiont starts to differentiate
vesicles wherein nitrogenase is formed and nitrogen fixation takes place
(reviewed by Pawlowski and Demchenko 2012).
The most obvious differences between the intracellular and the inter-
cellular infection pathway is that in the latter, there is no root hair de-
formation and no prenodule formation. A Frankia hypha enters the
young root by penetrating the middle lamella between epidermal cells
(Racette and Torrey 1989; Berry and Sunnel 1990). The hyphae grow
through intercellular spaces and proceed to colonize the apoplast of the
root cortex. During these stages the intercellular spaces become filled
with extensive darkly-staining matrix which contains high levels of
pectic compounds and proteins (Liu and Berry 1991). Concomitantly, a
nodule primordium is formed in the root pericycle. Hyphae infect pri-
mordium cells from the apoplast, and infection threads are formed di-
rectly in the infected cells. No transcellular growth of infection threads
is observed.
Berg et al. (1999), in the description of infection threads in actino-
rhizal Fagales, made a division between those containing invasive hy-
phae and those containing vegetative hyphae. The former invade the
21
plant cells and perform transcellular growth, while the latter branch
within infected cells, and eventually forms vesicles. Both types of hy-
phae/infection threads are involved in intracellular infection while only
vegetative hyphae are found in the intercellular pathway.
The mechanism of infection in the order Curcubitales shares features
with the processes in both Fagales and Rosales. No prenodules are
formed, but the infection threads show transcellular growth (Berg et al.
1999). However, unlike in legumes and actinorhizal Fagales, the for-
mation of preinfection threads does not take place (Berg et al. 1999),
and the infected cells are filled with hyphae from the periphery inward.
Furthermore, there is no visual difference between infection threads
containing invasive or vegetative hyphae (reviewed by Pawlowski and
Demchenko 2012).
1.3.2 Nodule structure
Root nodules of legume and actinorhizal plants are quite different in
many aspects. In legume-rhizobia nodules, the infected cells are located
in the central tissue and the vascular bundles are peripheral. The nod-
ules can be determinate or indeterminate depending on the host plant.
In determinate nodules, meristemic activity stops in the early stages of
development, leading to a rather spherical shape (Newcomb 1981). In-
determinate nodules have a more cylindrical shape because they main-
tain an active apical meristem which keeps producing new cells over
the life time of the nodule. The infected cells of indeterminate nodules
are arranged in a spatial developmental gradient, while the developmen-
tal gradient of the infected cells of determinate nodules is temporal.
All non-legume root nodules, i.e., actinorhizal nodules and nodules
of Parasponia sp., are characterized by their perennial coralloid struc-
tures. They consist of multiple lobes with each lobe resembling a mod-
ified lateral root with infected cells located in the cortex and a central
vascular system (Pawlowski and Bisseling 1996). As in indeterminate
legume nodules, the infected cells are arranged in a developmental gra-
dient from the apex to the base, allowing the delineation of zones. The
apical meristem is considered as zone I. Below it is the infection zone
(II) where infection thread-like structures containing Frankia invade
22
and branch in infected cells. The fixation zone (III) is where nitrogen is
fixed by the nitrogenase enzyme complex. The last one is the senes-
cence zone (IV) where bacteria are inactive and degraded (reviewed by
Pawlowski and Demchenko 2012). In the species of the orders Fagales
and Rosales, the infected cells are intermixed with the uninfected cells.
However, infected cells in root nodules of the order Cucurbitales form
a distinct sector located on one side of the acentric vascular system, not
intermixed with uninfected cells (Figure 2) (Newcomb and Pankhurst
1982; Hafeez et al. 1984).
When the host plants are grown in wet or waterlogged land, the nod-
ules’ access to oxygen or nitrogen can be limited. To cope with gas
deprivation, members of Casuarina, Comptonia, Datisca, Gymnos-
toma, and Myrica can form nodule roots at the tips of their lobes due to
a change of meristem activity (Silvester et al. 1990). Nodule roots show
negative geotropic growth and contain large air spaces in their cortex in
order to allow gas diffusion. They are not infected by Frankia thus do
not contribute to nitrogen fixation.
Figure 2. Comparison of longitudinal sections of lateral root and different nodule types.
The vascular system is depicted in black. (A) shows a standard lateral root with central vascular
bundle given in black, root hairs (rh), apical meristem (m) and calyptra (c). (B) shows an inde-
terminate legume nodule with peripheral vascular system and infected cells in the inner tissue.
Due to the activity of the apical meristem (I) the cells of the inner tissue (shaded in red) are
arranged in a spatial developmental gradient (Vasse et al. 1990): The prefixation zone (II) is
followed by the interzone (II-III) where nitrogen fixation commences. Zone III is the nitrogen
fixation zone and Zone IV is the zone of senescence. (C) shows a lobe of an actinorhizal nodule
formed by a member of the Fagales or Rosales. Like a lateral root, the lobe has a central vascular
bundle. The infected cells (shaded in yellow) are located in the expanded cortex, intermixed
with uninfected cells. (D) shows a nodule formed by a member of the Cucurbitales. The infected
cells (shaded in green) form a continuous section in the cortex, kidney-shaped in cross section,
on one side of the acentric stele, and are not interspersed with uninfected cells.
A B C D
23
1.3.3 Nodule metabolism
Root nodules are specialized organs formed on the plant root system
after communication with the bacteria. For the host plants, nodules rep-
resent strong carbon sinks and nitrogen sources. Berry and Sunell
(1990) showed that uninfected prenodule cells contain large amounts of
starch granules. The function of this storage is not clear but it has been
shown that nodule starch is reduced during carbon-stressed situations
(Vikman et al. 1990).
The most common form of carbon transported in higher plants is su-
crose, a disaccharide in which fructose and glucose are linked via an O-
glycosidic bond (Giaquinta 1983). Sucrose can be degraded by cyto-
solic sucrose synthase (SucS) or by cytosolic, vacuolar or apoplastic
invertases. In legume nodules, SucS is mostly responsible for sucrose
degradation (Gordon et al. 1999). SucS transcripts have also been
shown to be present at high levels in infected cells of actinorhizal nod-
ules of A. glutinosa, C. glauca and D. glomerata (Van Ghelue et al.
1996; Schubert et al. 2011; Schubert et al. 2013).
In legume-rhizobia symbioses, dicarboxylates, especially malate and
succinate, are the main carbon source supplied to the microsymbiont by
the host plant (reviewed by Udvardi and Poole 2013). More research
needs to be done to determine the carbon source that Frankia utilizes in
the infected cells of actinorhizal nodules. In A. glutinosa, a nodule spe-
cific dicarboxylate transporter, AgDCAT1, has been identified and
characterized (Jeong et al. 2004). This transporter locates to the peri-
symbiont membrane and facilitates the flow of dicarboxylates from the
cytoplasm to the microsymbiont (Jeong et al. 2004). Alternatively,
amino acids, i.e. Gln or Asp have been proposed as sole carbon source
for Frankia strain CpI1, isolated from Comptonia peregrina root nod-
ules (Zhang et al. 1992).
In all types of root nodules, bacteria reduce atmospheric nitrogen to
ammonium. In the legume-rhizobia symbiosis, ammonium assimilation
does not take place inside the microsymbiont. The product of nitrogen-
ase activity is exported to the plant cytosol where it is assimilated in the
glutamine synthetase-glutamate synthase (GS-GOGAT) cycle (Temple
et al. 1998). In actinorhizal root nodules from plants of two different
24
orders, A. glutinosa in Fagales and Discaria trinervis in Rosales, gluta-
mine synthetase (GS) is highly expressed in infected cells (Guan et al.
1996; Valverde and Wall 1999), implying that the primary nitrogen as-
similation mechanism is similar to that in the legume-rhizobia symbio-
sis. In root nodules of A. incana, bacterial GS protein cannot be detected
(Lundquist and Huss-Danell 1990), indicating that ammonium is ex-
ported to the plant cytosol where assimilation takes place.
However, D. glomerata of the order Cucurbitales shows a nitrogen
metabolism significantly different from other types of actinorhizal nod-
ules. GS transcripts and proteins were found in uninfected cortical cells
that surrounded the infected tissue but were not detected in the infected
cells (Berry et al. 2004). Gln, Glu and Arg were present at high levels
in the root nodule extract (Berry et al. 2004). Detailed analyses implied
that in nodules of D. glomerata, Frankia carries out primary nitrogen
assimilation and exports arginine to the plant cytosol. This arginine is
transported to the uninfected cells where it is broken down, and the am-
monium is re-assimilated (Berry et al. 2011). Assimilated nitrogen is
further processed into amino acids (glutamate, glutamine, aspartate and
asparagine) or ureides (citrulline, arginine) for transport via the xylem
and/or temporary storage (Schubert 1986).
1.4 Signal exchange between microsymbiont and host plant
1.4.1 Signal exchange in the legume-rhizobia symbiosis
The symbiotic interaction between legumes and rhizobia has been
studied extensively. Chemical communication must take place between
the bacteria and the host plant root. The plant secrets flavonoids which
are inducers of rhizobial nodulation genes (Phillips 1991). These com-
pounds bind the NodD protein, a transcriptional regulator of the LysR
family. NodD activates the genes that are responsible for the synthesis
of rhizobial signal molecules, lipochitooligosaccharide (LCO) Nod
(Nodulation) factors (reviewed by Oldroyd 2013). These molecules
have a chitooligosaccharide backbone bearing an acyl chain on the non-
reducing end (Mylona et al. 1995). The backbone of these compounds
25
is synthesized by proteins encoded by the nod genes nodABC, which
are present in all rhizobial species. NodC represents a chitin synthase
that synthesizes the N-acetyl-glucosamine oligomer. NodB, a deacety-
lase, removes the acetyl group of the sugar at the non-reducing end,
while the acyl transferase NodA transfers the acyl chain to the position
where the acetyl group was removed. There are also several other nod
genes that are involved in chemical modifications of the Nod factors,
influencing host specificity (Dénarié et al. 1996). Nod factors are per-
ceived by the plant and stimulate transcriptional changes in the plant
roots that lead to nodule formation and are required for bacterial infec-
tion (reviewed by Oldroyd 2013).
Nod factors are perceived by lysin motif (LysM) domain receptor-
like kinases in the root hair plasma membrane. In Lotus japonicus these
receptor kinases are Nod Factor Receptor 1 (NFR1) and Nod Factor
Receptor 5 (NFR5) while in Medicago truncatula, LysM receptor ki-
nase 3 (LYK3) and Nod Factor Perception (NFP) fulfil the equivalent
function (Madsen et al. 2003; Limpens et al. 2003). They form a recep-
tor complex that interacts with Nod factors secreted by the bacteria.
Other receptor kinases that also participate in the recognition of Nod
factor are Symbiosis Receptor-like Kinase (SYMRK) in L. japonicus
and its ortholog Does not Make Infections 2 (DMI2 in M. truncatula)
and Nodulation Receptor Kinase (NORK in M. sativa; Endre et al.
2002; Stracke et al. 2002). SYMRK/ DMI2/NORK are presumed to fa-
cilitate the perception of Nod factors by LysM receptor complexes.
SYMRK/DMI2 and LysM receptor kinases are also required in the
signal exchange between arbuscular mycorrhizal fungi (AMF) and their
host plant. This is unsurprising in view of the fact that AMF signal fac-
tors, the so-called Myc factors, represent LCOs or chitooligosaccha-
rides (Genre et al. 2013; Maillet et al. 2011; Op den Camp et al. 2011).
Downstream of the plasma membrane receptors in the signal transduc-
tion pathway are the cation channels CASTOR and POLLUX in L. ja-
ponicus (Charpentier et al. 2008) and DMI1 in M. truncatula (Peiter et
al. 2007). They are located on the nuclear membrane and are essential
for the symbiotic calcium oscillations that are caused by Nod (and Myc)
factor signalling which play the central role in both the infection process
26
and root nodule organogenesis (Capoen et al. 2011). The calcium spik-
ing signatures are decoded by the Calcium- and Calmodulin-dependent
serine/threonine protein kinase (CCaMK/DMI3) which phosphorylates
LjCYCLOPS/MtIPD3 in L. japonicus and M. truncatula, respectively
(Horváth et al. 2011; Yano et al. 2008). CYCLOPS/IPD3 is a transcrip-
tion factor that together with CCaMK/DMI3 activates the expression of
a further transcription factor, Nodule Inception (NIN) (Marsh et al.
2007; Singh et al. 2014). Other nodulation-specific transcription factors
functioning downstream of the calcium oscillations include Nodulation
Signalling Pathway 1 (NSP1) and NSP2 (Singh et al. 2014).
Arbuscular mycorrhizal symbiosis (AMS) were already present in
the first terrestrial plants (Redecker et al. 2000). It has been concluded
that when root nodule symbioses evolved, they recruited part of the ar-
buscular mycorrhizal signal transduction pathway (Markmann and Par-
niske 2009). The signalling pathway from SYMRK/DMI2 to CY-
CLOPS/IPD3 is shared between AMS and legume-rhizobia symbiosis
and it is called the “common symbiotic signalling pathway” (CSSP).
1.4.2 Signal exchange in actinorhizal symbiosis
There are commonalities between the signalling pathways used by
rhizobia and Frankia strains. Homologs of legume SYRMK have been
found in C. glauca (CgSYMRK) and D. glomerata (DgSYMRK) and
could be shown to be essential for the induction of nodules by Frankia
(Gherbi et al. 2008; Markmann et al. 2008). CCaMK, a key component
in the CSSP, is also crucial for the formation of nodules on roots of C.
glauca (Svistoonoff et al. 2013). Furthermore, an ortholog of NIN,
which plays a central role in nodulation in rhizobial symbiosis has been
found in C. glauca (Clavijo et al. 2015). Homologs of NIN were also
found to be expressed in nodules of A. glutinosa (Hocher et al. 2011)
and D. glomerata (Demina et al. 2013). These results show that the
CSSP is shared between rhizobial and actinorhizal symbiosis.
Since LCOs are used by both rhizobia and AM fungi to signal via
the CSSP, one would expect Frankia strains to utilize the same type of
27
molecule to communicate with its host plants. However, all the se-
quenced genome of members from cluster I and cluster III do not con-
tain the common genes nodABC (Normand et al. 2007).
Cérémonie et al. (1999) used high-performance liquid chromatog-
raphy (HPLC) to purify the putative symbiotic signal of the Alnus-in-
fective Frankia strains ACoN24d. However, the root hair deforming
factor was chemically different from rhizobial Nod factors. Recent re-
search shows that the signal molecule produced by Frankia cluster I
strain CcI3 is chitinase resistant, suggesting that it does not represent a
LCO (Chabaud et al. 2016). This factor was shown to trigger calcium
spiking and activate NIN expression in its host plant C. glauca
(Chabaud et al. 2016). LysM receptor kinases possess the ability to rec-
ognize not only LCOs but also peptidoglycans and exopolysaccharides
(Willmann et al. 2011; Kawaharada et al. 2015). Therefore, it is possible
that members of Frankia cluster I and III produce signalling molecules
that are different from LCOs.
The only Frankia genome available so far that contains nodABC
genes, Candidatus Frankia datiscae Dg1, belongs to Frankia cluster II,
the earliest divergent cluster (Persson et al. 2011, 2015). These genes
were shown to be expressed in root nodules of D. glomerata (Persson
et al. 2015). It was also shown that the phylum Actinobacteria contains
a much more diverse series of nodA homologs than the ones in rhizobia
(alpha- and beta-Proteobacteria), which led to the hypothesis that nodA
originated and evolved in Actinobacteria and was laterally transferred
to rhizobia (Persson et al. 2015). However, the second genome of a
cluster II strain, BMG5.1, does not contain the canonical nod genes
(Gtari et al. 2015). So the question is whether Dg1 or BMG5.1 repre-
sents an exception.
1.5 Evolution of actinorhizal symbiosis
All plants able to evolve a root nodule symbiosis contain a common
predisposition which is supposed to have emerged in the late Creta-
ceous ca. 100 millions years ago (mya) in the common ancestor of the
Rosales, Cucurbitales, Fagales and Fabales (Doyle 2016). Actinorhizal
28
plant species belong to eight families from the orders Rosales, Cucur-
bitales and Fagales (Figure 2). The oldest eudicot families containing
actinorhizal species include the families Betulaceae, Casuarinaceae and
Myricaceae with fossils of related species from the Cretaceous (re-
viewed by Swensen and Benson, 2008). Pollens from the families
Elaeagnaceae, Rhamnaceae and Rosaceae were dated much later, 39-
22.5 mya (Muller 1981). Although no fossil record is known for the
family Datiscaceae, fossil wood of related species from India suggests
that this family may have arisen in the Eocene (55-39 mya; Lankhanpal
1970). The divergence time of the species of the genus Coriaria (Cori-
ariaceae) between the Northern and the Southern hemisphere was dated
to 63-59 mya using molecular clock data (Yokoyama et al. 2000). Since
all Coriaria species form root nodules, the evolution of the symbiosis
must have preceded this date.
The distribution of the bacterial symbionts has been shown to have
a correlation with the distribution of the host plants (reviewed by Ben-
son et al. 2004). Since Frankia cluster II is sister to all other Frankia
clusters, it is of particular interest to study the evolution of the symbiotic
relationships between Frankia strains and actinorhizal plants. Frankia
cluster II strains have been suggested to be closely related as cross-in-
fection by crushed nodules have been successful between Ceanothus,
Coriaria, Datisca and Dryas species (Kohls et al. 1994; Torrey 1990).
In addition, phylogenetic analysis of the glnA and 16S rDNA region
suggested that there was a low genetic diversity among Ceanothus of
the family Rhamnaceae and Datisca glomerata of the family Datisca-
ceae (Vanden Heuvel et al. 2004). Nevertheless, more studies of
Frankia cluster II are needed to attain further insights into the evolution
of actinorhizal symbiosis.
29
2. Aim of this thesis
My research topic is the nitrogen-fixing actinorhizal root nodule
symbiosis, particularly of the Frankia cluster II. This cluster is earliest
divergent among Frankia strains (Persson et al. 2015). Even though
several genomes of the other clusters have been sequenced (starting
with Normand et al. 2007), just two genomes of members of cluster II
have been sequenced so far, Candidatus Frankia datiscae Dg1 (Persson
et al. 2011) and BMG5.1 (Gtari et al. 2015). While Dg1 contains the
canonical nod genes nodABC, BMG5.1 and members of the other
Frankia clusters do not. Therefore, one objective of this thesis was to
acquire more genome sequences of members of this cluster to (i) find
out whether the presence of nod genes in Dg1 is an exception; (ii) gain
insights into the evolution of actinorhizal symbiosis based on compari-
son of these genomes.
Members of cluster II nodulate a broad range of host plants belong-
ing to four families from two orders Cucurbitales and Rosales. In order
to investigate the diversity of microsymbionts in nodules of host plants
from different orders, we compared the expression levels of genes en-
coding enzymes involved in bacterial metabolism in nodules of a mem-
ber of the order Cucurbitales (Datisca glomerata) to that in nodules of
a member of the order Rosales (Ceanothus thyrsiflorus). To further un-
derstand the bacterial nitrogen metabolism in actinorhizal Cucurbitales,
the amino acid profiles of roots and nodules of D. glomerata were ob-
tained and analysed.
30
3. Comments on methodology
With only one exception, Frankia cluster II strains cannot be cul-
tured so far. This poses several technical challenges in obtaining suffi-
cient amount of pure, high quality DNA and RNA for next-generation
sequencing. Part of this thesis work was dedicated to develop methods
to acquire genomic DNA (gDNA) and total RNA from nodules induced
by Frankia cluster II strains. The lysis methods that worked on cultures
of cluster I Frankia strain ACN14a and strain CcI3 failed on cluster II
vesicle clusters; it seems cluster II cell walls are particularly difficult to
break.
3.1 Frankia gDNA isolation for genome sequencing
Different techniques to break Gram-positive cell wall described in
the literature were applied including the traditional grinding with mor-
tar and pestle (Kucho et al. 2009; Alloisio et al. 2010), using a tissue-
lyzer (Qiagen, Hilden, Germany) with iron beads or a FastPrep BIO101
benchtop homogenizer (Qbiogene, Carslbad, CA, USA) with glass
beads (Bickhart and Benson, 2011). Ultimately, the best results were
obtained by grinding in a mortar with a pestle in liquid nitrogen, fol-
lowed by breaking the cell walls using ultrasonic homogenizer Sono-
plus HD 2070 (Bandelin Electronic, Berlin, Germany), in spite of the
fact that this method also fragmented the gDNA.
3.2 Candidate gene expression profiling of bacteria in
nodules of Datisca glomerata and Ceanothus thyrsiflorus
In our group, bacterial and plant symbiotic transcriptomes were ana-
lysed in parallel. Therefore, total plant and bacterial RNA was isolated
from nodules, sequenced and later separated by bioinformatics means.
31
Prior to transcriptome sequencing, rRNA had to be removed from the
total RNA to produce an mRNA-enriched sample. This meant to re-
move both plant and bacterial rRNA. In the first attempt to deplete
rRNA, I used the Ribo-Zero rRNA Removal Kit (Illumina, California,
USA). Based on the Technical Application Staff’s advice two kits were
combined, the Ribo-Zero bacterial rRNA removal kit and the Ribo-Zero
kit for Plants. The two rRNA removal reagents were mixed with a ratio
of 1:1 to be used in one standard reaction. However, there was very little
RNA left after the experiment. To achieve a sufficient rRNA-degraded
preparation without losing too much RNA, finally the Terminator™ 5´-
Phosphate-Dependent Exonuclease (Epicentre, Wisconsin, USA) was
utilized. This enzyme efficiently digest RNA that has a 5’-monophos-
phate end without affecting other groups of RNA. However, in most
cases, repeated Terminator treatments were required to remove the
rRNA, and in some cases, most of mRNA was lost during these re-
peated treatments.
After rRNA depletion, the bacterial transcriptomes were sequenced
at the National Genomic Infrastructure, SciLifeLab (Stockholm, Swe-
den). Altogether, five transcriptomes from Datisca glomerata nodules
and three transcriptomes from Ceanothus thyrsiflorus nodules were se-
quenced (Table 3). The amounts of mapped reads vary significantly be-
tween different data sets, between 0.9 and 10.3 million reads. This could
be due to the fact that the RNA samples had been isolated using a tis-
suelyzer since the ultrasonic method had not been established at the
time. Hence the transcriptomes did not provide enough reads for relia-
ble statistical analyses. We decided to analyse the metabolic pathways
of interest based on quantitative reverse transcription polymerase chain
reaction (RT-qPCR) based on RNA isolated using the ultrasonic
method to break bacterial structures.
32
Table 3. Bacterial transcriptomes from root nodules of D. glomerata and C. thyr-
siflorus.
Transcriptome Dg (Millions of reads) Ct (Millions of reads)
Total Mapped
reads
Total Mapped
reads
1 31.1 0.9 25.4 6.6
2 28.08 3.0 22.4 9.2
3 65.0 3.3 30.6 5.02
4 65.0 6.0 n.a. n.a.
5 67.6 10.3 n.a. n.a.
3.3 Amino acid profiling of roots and nodules from Datisca
glomerata
While the metabolism of nitrogen-fixing legume nodules has been
studied extensively (reviewed by Oldroyd et al. 2011), less information
is available for the situation in actinorhizal nodules. To further under-
stand actinorhizal nitrogen metabolism, the metabolomes of nitroge-
nous solutes in roots and nodules of D. glomerata were obtained (part
of paper IV). For nodulation, D. glomerata plants were infected with
Candidatus Frankia datiscae Dg1. Nodulated plants were watered with
¼ strength nitrogen free Hoagland’s solution while uninfected plants
were provided with ¼ Hoagland’s solution supplemented with 10 mM
KNO3.
Six weeks after inoculation, young roots (4 cm from the root tips)
from un-infected plants and young roots and nodules from nodulated
plants were collected. For statistical analysis, four replicates of each
sample were harvested. The free amino acids were extracted according
to the protocol in Hacham et al. (2002). The analysis was performed on
a Hitachi L-8900 Amino Acid Analyzer (Ibaraki, Japan) at the Molec-
ular Structure Facility, UC Davis Genome Center, California, USA.
33
4. Results and Discussion
4.1 Genome sequencing of Frankia cluster II strains
We sequenced 13 genomes based on seven different inocula includ-
ing Candidatus Frankia datiscae Dg1. These inocula were collected
from different places on four different continents: Japan (Asia), France
(Europe), Papua New Guinea (Oceania) and three members from the
USA (North America).
4.1.1 Frankia cluster II inocula represent strain assemblages
Dg1 originated from nodules of Coriaria nepalensis in Pakistan
(Persson et al. 2011) whereas BMG5.1 originated from nodules of C.
japonica growing in Japan (Gtari et al. 2015). Therefore, obtaining a
genome from North America in an area where the genus Coriaria is not
present was likely to provide more information about the evolution of
Frankia cluster II. A soil-and-nodule sample was obtained from under
a growing Datisca glomerata plant in Vacaville, California, USA, and
this inoculum was used to infect D. glomerata plants in a growth cham-
ber. Bacterial gDNA was isolated from vesicle clusters isolated from
root nodules of these plants. While Dg1 represented a single strain, the
first member of Frankia cluster II from North America, Dg2, was
shown to represent a metagenome consisting of two closely related ma-
jor strains and one minor strain. It was not feasible to separate the two
major strains Dg2a and Dg2b (ca. 98–99 %) due to their strong se-
quence similarity and similar abundance (ca. 55 % Dg2a, ca. 45 %
Dg2b). The third strain, on the other hand, was underrepresented with
ca. 1% (Nguyen et al. 2016).
The fact that Dg1 represents one single strain and Dg2 consists of an
assemblage of Frankia might be due to the origin and maintenance of
the inocula. Since cluster II strains cannot be cultured, actinorhizal
34
plants growing in the greenhouse have to be infected by crushed nod-
ules of other plants. Dg1 was propagated in D. glomerata for more than
ten years in the greenhouse whereas Dg2 was isolated from nodules of
the first series that was infected with an inoculum from the field. Hence,
obtaining more inocula from other regions and host plants will help an-
swering the questions (i) how many strains are present in the actinorhi-
zal nodules; (ii) whether all the bacterial strains fix nitrogen in the nod-
ules or only the dominant ones and (iii) whether the composition of the
assemblage depends on the host plants.
Five more inocula were collected and named according to their orig-
inal host plants and the name of the country if needed: Cj1 from Cori-
aria japonica in Japan, Cm1 from Coriaria myrtifolia in France,
Crpng1 from Coriaria ruscifolia in Papua New Guinea, Dd1 from
Dryas drummondii in Alaska, USA. In all of those cases the host plants
represented the only endemic host species of Frankia cluster II in the
region. We also added one more inoculum, Cv1 from Ceanothus veluti-
nus from California where many host plant species are present (D.
glomerata, Ceanothus sp., Purshia sp., Cercocarpus sp., Chamaebatia
sp.). Two approaches of acquiring the bacterial gDNA were followed,
either from whole root nodules (nod) or from vesicle clusters (vc). The
metagenomes were named according to the name of the inoculum, the
plant species that was used for bacterial propagation, and the method of
gDNA extraction. For example, the metagenome Cj1_Dg_nod was se-
quenced from gDNA of whole nodules from D. glomerata infected with
Cj1 while Cj1_Dg_vc was obtained from gDNA of vesicle clusters of
nodules from the same plant species.
The features of all sequenced genomes and metagenomes including
the previously published Dg1 (Persson et al. 2015) are presented in Ta-
ble 4.
35
Table 4. Features of genomes and metagenomes analysed in this thesis. *maintained in D.
glomerata over a period of 10 years before isolation of vesicle clusters for sequencing; Persson
et al. (2015); **Nguyen et al. (2016). Dg1_Dg_nod2 and Dg1_Cn_nod contain several very
similar strains of which the exact relatedness could not be quantified.
A core genome tree of all genomes in Table 4 was calculated using
EDGAR (Blom et al. 2009), together with several Frankia genomes
from other clusters and two Micromonospora sp. genomes as outgroups
(Figure 3). A clear separation could be seen between strains from North
America, Eurasia and the Southern Hemisphere. Crpng1_Ca_nod,
based on a cluster II inoculum from Papua New Guinea, was phyloge-
netically basal to all cluster II strains, and to all other Frankia strains.
This finding is in accordance with previous studies where Frankia
strains from New Zealand usually formed the sister branch to other
Frankia strains (Benson et al. 1996; Clawson et al. 2004; Nouioui et al.
2014; Nguyen et al. 2016). Figure 3 also shows two cases of meta-
genomes based on the same inoculum displaying strong phylogenetic
differences (Cm1_Dg_nod/Cm1_Dg_vc and
Cj1_Dg_nod/Cj1_Dg_vc).
36
Figure 3. Core genome tree of sequenced Frankia strains from clusters I, III and IV and
of all cluster II (meta-)genomes available thus far. The tree was calculated using EDGAR
(Blom et al. 2009). The host plant orders and geographic origins of the original cluster II inocula
are color-coded, red for Cucurbitales, blue for Rosales, green for Eurasia, pink for North Amer-
ica, purple for the Southern hemisphere. Two actinobacterial genomes were used as outgroups,
Micromonospora lupini Lupac 08 (Trujillo et al. 2014) and Micromonospora aurantiaca ATCC
27029 (GenBank accession nr. CP002162). The phylogenetic tree was deduced from concate-
nated core gene alignments using PHYLIP (Felsenstein 2005). Bootstrap values were 100 for
every branch. The bar denotes 0.01 substitutions.
Comparisons of percentages of Average Nucleotide Identity (ANI)
show that the Crpng1_Ca_nod genome has less than 86% ANI with ge-
nomes of all other members of Frankia cluster II. This means that
Crpng1_Ca_nod, the only sequenced cluster II from the Southern Hem-
isphere so far, represents a novel Frankia species. We propose this
strain as type strain of Candidatus Frankia meridionalis
(me.riː.di.oːˈnaː.lis. N.L. masc./fem. adj. meridionalis, southern).
37
4.1.2 Eurasian cluster II Frankia (meta-)genomes contain the canonical nod genes nodABC and North American strains also contain the sulfotransferase gene nodH
4.1.2.1 Nod gene presence in Frankia (meta-)genomes As shown in Table 4, all sequenced (meta-)genomes of Eurasian
Frankia cluster II in the course of this study contain the canonical nod
genes nodABC and the nltIJ operon, a homolog of the nodIJ operon
which, like nodIJ, is linked to nodC (Persson et al. 2015). They are usu-
ally present in two genomic regions, the nod1 region being represented
by nodA’B1A, the nod2 region by nodB2CnltIJ (Persson et al. 2015;
Nguyen et al. 2016). Crpng1_Ca_nod contains nodB2’C as well as nltIJ
and a carbamoyl transferase gene that shows homology to rhizobial
nodU genes.
In addition, all North American strains contain one or two copies of
nodH, a sulfotransferase gene which in rhizobia is required for produc-
ing sulfated Nod factors. To investigate the origin of Frankia nodH
genes, the amino acid sequences of the two putative NodH proteins of
Dg2 together with 25 sequences from ten different rhizobial genera
were used to build a dendrogram in GARLI 2.0 (Zwickl 2006) with Cy-
anothece sp. PCC7424 as outgroup (Figure 4; Nguyen et al. 2016). This
tree shows that the two Dg2NodH proteins are sister to each other and
all other NodH proteins from Proteobacteria. The tree suggests that
nodH was laterally transferred between Frankia and rhizobia. The di-
rection of this transfer, however, cannot be determined based on phy-
logeny.
38
Figure 4. Phylogenetic tree of NodH amino acid sequences in Dg2. The tree shows that the
NodH proteins of Dg2 are sister to the rhizobial proteins. The scale bar indicates the number of
amino acid substitutions per site (Nguyen et al. 2016).
4.1.3 Cluster II genome (in-)stability: transposase frequencies in the different strains
In order to adapt to different conditions of different environment,
bacterial genomes need a certain flexibility, which is achieved by mo-
bile DNA elements, horizontal gene transfer, genome rearrangements,
etc. (Juhas et al. 2009). The frequency and size of insertion sequence
(IS) elements of genomes of all cluster II (meta-)genomes are depicted
in Figure 5. Dg1 contains more transposases than all other genomes
since it is the only fully assembled genome and assembly normally
breaks down in repetitive elements. The result shows that strains from
North America contain higher numbers of transposases than the Eura-
sian strains. The amount of IS elements in Crpng1, the Southern hemi-
sphere representative, seems to be closer to that of North American
strains; however, this result is not statistically significant.
39
Figure 5. Transposase frequencies. Numbers of transposase ORFs per Mbp in the cluster II
Frankia (meta-)genomes are given. The genome of Candidatus Frankia Datiscae Dg1 se-
quenced from DNA isolated from vesicle clusters (Dg1_Dg_vc) contains at least four times
more transposases in its genome than all other strains; this discrepancy is explained by the fact
that this genome is the only one in the group which is not in draft stage, but fully assembled.
Among the draft genomes, the Eurasian strains contain significantly less transposase ORFs than
the North American strains (Wilcoxon's p=0.006).
4.1.4 Evolution of the symbiosis between actinorhizal plants and Frankia cluster II strains
Cluster II host genus Coriaria currently has a disjunct distribution in
four isolated geographical locations of the world. Since all known Co-
riaria species can form root nodules, the evolution of the symbiosis
must have predated this separation. Therefore, it can be postulated that
the symbiosis between Coriaria sp. and Frankia cluster II evolved in
the Southern hemisphere. Together with Coriaria species, cluster II
Frankia strains probably spread to Eurasia ca. 60 mya (Yokoyama et
al. 2000). Together with Datisca sp., Frankia cluster II seemingly
reached North America 55-25 mya via the Bering Strait (Nguyen et al.
2016).
In the Southern hemisphere, currently cluster II Frankia strains only
nodulate Coriaria species. Yet, two scenarios are possible. Cluster II
symbioses might have originated in the Southern hemisphere in Gond-
wana in the common ancestor of Coriaria sp. and Datisca sp. In that
case, cluster II strains would have reached Asia via two routes, once
40
with Coriaria sp. and once with Datisca sp. which evolved in India
(Zhang et al. 2006). India separated from Gondwana ca. 120 mya and
collided with Eurasia ca. 55 mya (summarized by Ali and
Aitchison, 2008). Alternatively, cluster II symbioses would have origi-
nated in the Southern hemisphere in the ancestor of Coriaria sp. and
extended their host range after India had collided with Eurasia and Da-
tisca sp. reached Eurasia. The low level of diversity between the Eura-
sian cluster II genomes sequenced in this study suggests a single origin,
i.e., points toward an extension of the host range from Coriaria to in-
clude Datisca sp. After Frankia cluster II came to North America to-
gether with Datisca sp. via the Bering strait, it extended its host range
to include plants from the order Rosales.
An analysis of genome stability shows that with the exception of
Crpng1_Ca_nod, the nod gene regions show numerous signs of earlier
transposition events. These regions are highly conserved in the Eurasian
strains but less in the North American strains. This is consistent with
the significantly higher transposase frequency in North American than
in the Eurasian metagenomes. However, the size distribution of trans-
posases indicates that the time of transposition is in the past. The distri-
bution in Eurasia was probably associated with a burst of transposition.
Later the distribution in North America required a new burst of trans-
position, possibly related to the extensions of the host range that re-
quired more genomic flexibility.
4.2 Candidate gene expression profiling of bacterial
metabolism in root nodules of D. glomerata (Cucurbitales)
and C. thyrsiflorus (Rosales)
In order to gain information on the bacterial metabolism in host
plants from different orders, we compared gene expression levels of en-
zymes involved in bacterial metabolism from root nodules of D. glom-
erata (Datiscaceae, Curcubitales) and C. thyrsiflorus (Rhamnaceae,
Rosales). Candidatus Frankia datiscae Dg1 was used to infect D. glom-
erata and Frankia strain Dg2 was used to induce nodule on C. thyrsi-
florus. Gene expression levels were normalised against infC, the gene
41
encoding the bacterial translation initiation factor IF3 (Alloisio et al.
2010; Persson et al. 2015).
4.2.1 Frankia nodABC genes are expressed in both types of nodules, and nodH genes are expressed in nodules of C. thyrsiflorus
With one exception, all cluster II Frankia strains sequenced so far
contain the canonical nod genes nodABC (Persson et al. 2015; Gtari et
al. 2015; Nguyen et al. 2016). The Californian strain Dg2 also contained
two copies of gene encoding sulfotransferase nodH (Nguyen et al.
2016). In previous study, nodABC were found to be expressed in nod-
ules of D. glomerata but nodH was not (Persson et al. 2015; Nguyen et
al. 2016). Therefore, in this study nod gene expression was examined
in nodules of C. thyrsiflorus. As shown in Table 5, in C. thyrsiflorus
nodules, not only nodABC are expressed, but also both copies of nodH.
This result might suggest that nodH is involved in host specificity in the
symbiosis between Frankia cluster II and actinorhizal plants.
Table 5. Relative expression levels of Frankia nod genes from root nodules of D. glomerata
(Dg) and C. thyrsiflorus (Ct). Expression levels were normalised against the initiation factor
gene infC. Three biological replicates were analysed for each type of nodule. Except for nodC,
the differences between the relative expression levels of nod genes in D. glomerata and C.
thyrsiflorus are not statistically significant (p-value >0.05). n.a., not applicable.
4.2.2 The expression levels of genes encoding bacterial
truncated hemoglobin and catalases in C. thyrsiflorus are
higher than in D. glomerata
In D. glomerata and C. thyrsiflorus, different oxygen protection
mechanisms for the oxygen-sensitive nitrogenase enzyme complex are
applied (Pawlowski et al. 2007; Strand and Laetsch 1977). In D. glom-
erata, the vesicles have thin envelopes but a thick blanket of mitochon-
dria around the zone of vesicles creates a microaerophilic space (Berg
et al. 1999; Silvester et al. 1999). In nodules of actinorhizal Rosales,
nodA nodB1 nodC nodH1 nodH2
Dg 0.0087 0.0130 0.0009 n.a. n.a.
Ct 0.0396 0.0240 0.0064 0.0037 0.0036
42
Frankia strains form non-septate vesicles with multilaminate envelopes
(Strand and Laetsch 1977). A bacterial truncated hemoglobin trHbO
gene was found to be expressed in symbiotic Frankia and could act as
an oxygen diffusion facilitator under hypoxic conditions (Pawlowski et
al. 2007). The question was which oxygen protection system was more
efficient, the physiological protection by positioning of vesicles and mi-
tochondria in D. glomerata or the multi-layered vesicle envelopes in C.
thyrsiflorus.
Examining of the expression levels of the bacterial hemoglobin gene
trHbO showed it was ca. 15-fold higher in nodules of D. glomerata than
in nodules of C. thyrsiflorus (Table 6). This is combined with signifi-
cantly higher expression levels of catalase genes katA and katG in nod-
ules of Datisca than in nodules of Ceanothus. The result suggests that
the protection system of nitrogenase from oxygen in C. thyrsiflorus
leads to less reactive oxygen species (ROS) stress for the symbiotic bac-
teria than in D. glomerata. This could be explained by the fact that
Frankia metabolism is better adapted to utilizing their endogenous pro-
tection system of multilayered vesicles than the plant-controlled system
of physiological protection.
Table 6. Relative expression of genes involved in oxygen protection of nitrogenase and in
ROS detoxification in root nodules of D. glomerata (Dg) and C. thyrsiflorus (Ct). trHbO,
truncated hemoglobin; katA, catalase; katG, catalase-peroxidase. Three biological replicates
were analysed for each type of nodule. The relative expression levels of these genes are signif-
icantly different between nodules of D. glomerata and C. thyrsiflorus (p-value<0.05).
trHbO katA katG
Dg 0.240 0.197 0.560
Ct 0.016 0.039 0.001
4.2.3 Nodules induced by members of Frankia cluster II seem to share the same nitrogen metabolism
With the exception of D. glomerata, in all actinorhizal nodules stud-
ied so far, the assimilation of ammonium by glutamine synthetase (GS)
in the glutamine synthetase/glutamate synthase (GS/GOGAT) cycle
takes place in the cytosol of the infected cells. However, in D. glomer-
ata GS accumulates in the uninfected cells surrounding the infected
43
cells (Berry et al. 2004). This result suggested that, unlike in other type
of root nodules where the bacteria export ammonia directly to the plant,
Frankia in D. glomerata nodules exports an assimilated form of nitro-
gen, most likely arginine (Berry et al. 2004, 2011). This type of nitrogen
metabolism would enhance the need for carbon supply from the host
plant to the intracellular bacteria.
In order to find out whether the unusual nitrogen metabolism of D.
glomerata (Berry et al. 2004, 2011) nodules was shared by C. thyrsiflo-
rus nodules, expression levels of genes encoding enzymes involved in
the GS-GOGAT cycle and in arginine biosynthesis were compared. The
results showed that the genes encoding the bacterial enzymes of the GS-
GOGAT cycle are highly expressed in nodules of both D. glomerata
and C. thyrsiflorus. The expression levels of genes encoding the en-
zymes of the arginine biosynthetic pathway are much lower, and there
are no significant differences between the two types of nodules. How-
ever, to ascertain that Frankia in C. thyrsiflorus nodules also exports a
metabolite of the arginine cycle, analysis of the nodule N-metabolite
profile is needed for C. thyrsiflorus.
4.2.4 Which carbon source does the host plant provide for symbiotic Frankia in both systems?
In legume nodules and in nodules of the actinorhizal species Alnus
glutinosa (Betulaceae, Fagales) dicarboxylic acids, mainly malate and
succinate, are supposed to be the main form of carbon source supplied
to the microsymbionts by the host plant (Vance and Gantt 1992; Jeong
et al. 2004; Udvardi and Poole 2013). These metabolites would be fed
into the tricarboxylic acid (TCA) cycle, which would break down the
substrates for production of ATP and reduction equivalents and also
provide precursors for the primary metabolism of Frankia, e.g., to pro-
vide sugars for cell wall biosynthesis. However, in D. glomerata and
probably also in C. thyrsiflorus, the plant would also have to provide
carbon skeletons (ultimately, alpha-ketoglutarate, the precursor of glu-
tamate) for ammonium assimilation.
Therefore, oxaloacetate would be shuttled out of the TCA cycle to
be used in gluconeogenesis via phosphoenolpyruvate carboxykinase
44
(pepck; Figure 6, 7). Alpha-ketoglutarate would be used for the synthe-
sis of glutamate via the GS/GOGAT cycle and maybe, in case of high
ammonium concentrations, also by glutamate dehydrogenase (gdh; Fig-
ure 7). Since the symbiotic bacteria provide nitrogen sources for the
entire host plant, a large supply with alpha-ketoglutarate would be re-
quired. So its removal from the TCA cycle would be disruptive. How-
ever, Figure 7 shows that the expression levels of genes of the pathway
between alpha-ketoglutarate and malate are not much lower than in the
part between malate and alpha-ketoglutarate. More importantly, all
cluster II Frankia strains sequenced so far lack the gene for the first
enzyme of the glyoxylate shunt, isocitrate lyase. So it is unlikely that
the production of alpha-ketoglutarate could be bypassed.
Figure 6. Comparison
of the expression levels
of genes encoding en-
zymes of the glycolysis
pathway of Frankia
from root nodules of D.
glomerata (Dg) and C.
thyrsiflorus (Ct). Ex-
pression levels were nor-
malised against the infC
gene. Glk, glucokinase;
pgi, phosphoglucose iso-
merase; pfk1, phos-
phofructokinase-1; fba,
aldolase; gap, glycer-
aldehyde 3-phosphate
dehydrogenase; pgk,
phosphoglycerate kinase;
pgm, phosphoglycerate
mutase; eno, enolase;
pyk, pyruvate kinase;
pepck, phosphoenolpy-
ruvate carboxykinase.
Three biological repli-
cates were analysed for
each type of nodule. Rel-
ative expression levels of
genes are depicted in red
for Dg and in blue for Ct.
45
Figure 7. Comparison of expression levels of Frankia genes encoding TCA cycle enzymes
from root nodules of D. glomerata (Dg) and C. thyrsiflorus (Ct). Expression levels were
normalised against the infC gene. AcnA, aconitase; icd, isocitrate dehydrogenase; lsc1, succin-
ate-CoA ligase subunit alpha; lsc2, succinate-CoA ligase subunit beta; sdhA/B/C/D, succinate
dehydrogenase subunit A/B/C/D; mdh, malate dehydrogenase; gltA, citrate synthase; gdh, glu-
tamate dehydrogenase; gltB and gltD, glutamate synthase large subunit and small subunit, re-
spectively. Three biological replicates were analysed for each type of nodule. Relative expres-
sion levels of genes are given in red for Dg, in blue for Ct.
One explanation could be that in D. glomerata and C. thyrsiflorus,
the plant provides a combination of succinate and malate to the bacteria
as was suggested for legume nodules (Udvardi and Poole 2013). The
citrate cycle would then work as a linear pathway from succinate to
alpha-ketoglutarate. The additional input of malate from the host plant
would compensate the oxaloacetate that leaves the cycle for gluconeo-
genesis and acetyl-CoA production. This would also explain the ab-
sence of the glyoxylate shunt in cluster II strains.
The export of an assimilated form of nitrogen would require more
energy-intensive transport processes. The question is why this type of
nodule metabolism would evolve in two different plant/bacterial com-
binations. As suggested above, Frankia cluster II strains seem to have
come to North America from Asia with Datisca sp. via the Bering Strait
55-25 mya (Nguyen et al. 2016). It is possible that by the time cluster
II strains had reached North America and expanded their host range to
46
Ceanothus sp. and Rosaceae host plants, they had already lost the gly-
oxylate shunt and had adapted to the symbiotic metabolism in actino-
rhizal Cucurbitales.
4.3 The N-metabolites of roots and actinorhizal nodules from
Datisca glomerata
4.3.1 Amino acid profiles of roots and nodules
The nitrogenous solute profiles of roots of uninfected plants as well
as roots and nodules of nodulated plants are shown in Table 7. The re-
sults showed that the profiles of nitrogenous solutes in roots of unin-
fected plants were dominated by glutamine (51.2%), followed by glu-
tamate (16%), γ-aminobutyrate (GABA) (3.4%), aspartate (6.2%), ser-
ine (3.4%) and alanine (2.7%). All other amino acids contributed less
than 2% of the total amount.
In nodulated roots, glutamine (25.1%) and glutamate (24.9%) were
still dominant even though the contribution of glutamine was reduced
by half in comparison with uninfected roots. As in roots of plants sup-
plemented with nitrate, GABA (5.4%), serine (3.4%) and alanine
(4.9%) played minor roles in nodulated roots. While the amount of ar-
ginine was insignificant in uninfected roots (0.9%), its contribution was
10.5% in nodulated roots.
In the profiles of nodules, glutamate (27.9%) was still dominant
while glutamine was present at 9.5%. Aspartate (6.6 %) and alanine (4.8
%) played minor roles, followed by serine (3.6 %) and GABA (2.5 %).
In contrast to the profiles in roots, arginine (26.9%) was dominant
among the nitrogenous solutes in nodules.
47
Table 7. Percentage of total nitrogenous solutes in D. glomerata plants. GABA, γ-ami-
nobutyrate. (Taken from Supplementary material, Persson et al. 2016)
Amino acid
Percentage in
roots of unin-
fected plants
Percentage in
roots of nodu-
lated plants
Percentage in
nodules
ala 2.7 4.9 4.8
asn 1.8 5.4 2.8
asp 6.2 10.7 6.6
arg 0.9 10.5 26.9
citrulline 0.0 0.0 0.2
ornithine 0.0 0.0 0.1
ethanolamine 6.8 0.0 0.9
GABA 3.4 5.4 2.5
gln 51.2 25.1 9.5
glu 16.0 24.9 27.9
gly 1.2 1.2 0.3
his 0.6 1.2 1.5
ile 0.7 1.0 1.2
leu 0.4 0.9 1.9
val 1.2 1.7 3.3
thr 1.6 1.7 3.3
phe 0.5 0.6 0.4
pro 0.8 0.7 0.7
ser 3.4 3.4 3.6
tyr 0.0 0.0 0.7
lys 0.5 0.6 1.0
4.3.2 Do D. glomerata plants change nitrogen transport forms when nodulated?
Root nodule nitrogen metabolism is a combination of nitrogen ex-
port from the microsymbiont, nitrogen assimilation, and nitrogen stor-
age. In all root nodules, the host plant provides the bacteria with carbon
sources in exchange for nitrogen. In legume-rhizobia symbiosis, the
product of nitrogenase activity, ammonium, is exported to the plant cy-
tosol where it is assimilated (Temple et al. 1998). The primary nitrogen
assimilation in root nodules of actinorhizal plants of Fagales (Alnus glu-
tinosa and A. incana) and Rosales (Discaria trinervis) is similar to that
48
in legume nodules (Guan et al. 1996; Valverde and Wall 1999;
Lundquist and Huss-Danell 1990). However, the situation was different
in D. glomerata where the microsymbiont exported an assimilated form
of ammonium (Berry et al. 2004, 2011). In this study, arginine was
shown to be one of the major nitrogenous solutes in nodules, suggesting
that D. glomerata nodules can export not only amides and their acids
but also arginine. Apart from arginine, glutamine and glutamate were
the major amino acids in nodules, as reported in previous studies (Berry
et al. 2004).
The amino acid profiles of roots of uninfected plants were dominated
by glutamine and glutamate while aspartate played a minor role and
arginine was present in a very low amount (0.9%). The profiles of roots
from infected plants were also dominated by glutamine and glutamate
followed by aspartate. However, these roots contained a significant
higher amounts of arginine (10.5%) compared to uninfected roots, in-
dicating that nodulated plants seemed to add arginine as nitrogen
transport form. Hence, for D. glomerata growth conditions may lead to
changes in the xylem N transport forms.
49
5. Conclusions
The range of sequenced genomes of Frankia cluster II, the earliest
divergent Frankia cluster, has expanded from Asia to three more conti-
nents, North America, Europe and Oceania. The results suggest that
cluster II inocula represent groups of strains which might explain their
wide host range. Since all Eurasian cluster II strains analysed in this
study contain the canonical nod genes nodABC and the North American
strains also contain the sulfotransferase nodH, it could be concluded
that the presence of the canonical nod genes is the standard in Frankia
cluster II. The host plant-specific expression of nodH might suggest that
this gene is linked to host specificity. Based on the analysis of trans-
posase frequencies, it could be postulated that the distribution of
Frankia in Eurasia was associated with a burst of transpositions. The
distribution in North America possibly came later and required a new
burst of transpositions. These events may have coincided with the ex-
pansion of the host range which necessitated a higher level of genomic
flexibility.
Analysis of the expression levels of genes involved in metabolism of
symbiotic bacteria in nodules of Datisca glomerata and Ceanothus
thyrsiflorus showed that the nitrogenase protection in Ceanothus sp.
nodules seemed to be more efficient than that in Datisca sp. nodules.
On the other hand, there was a similarity in expression levels of genes
involved in nitrogen metabolism, implying that in both systems an as-
similated form of nitrogen is exported to the plant. The result was sup-
ported by analyses of amino acid profiles of D. glomerata roots and
nodules, which showed that the amounts of arginine in roots and nod-
ules of nodulated plants were significantly higher than in roots of unin-
fected plants.
50
6. Future perspectives
This thesis has paved the way to understand the evolution of the
Frankia cluster II, yet there are several questions left unanswered.
- Are the canonical nod genes expressed in other host plants beside
Datisca sp. and Ceanothus sp.? To answer this question, the expressions
of nod genes in nodules of Coriaria sp. should be investigated.
- Is the expression of nodH necessary for the infection of North
American host plants other than D. glomerata? It would be necessary
to infect North American host plants from the Rosales, e.g., Ceanothus
sp., with Eurasian inocula.
- How do the genome sequences of the South American strains fit
into the phylogeny of cluster II? It is therefore essential to obtain meta-
genomes from Frankia cluster II inocula from Central and South Amer-
ica, i.e. from strains that infect Coriaria ruscifolia which is endemic to
this area, presumably brought from New Zealand (Yokoyama et al.
2000; Nouioui et al. 2014).
- To obtain reliable evidence on the function of the canonical nod
genes in members of cluster II, it is crucial to purify the signalling mol-
ecule and conduct bioassays with the purified products. In parallel, it is
important to invest effort in determining the culture conditions for nod-
gene-containing cluster II strains, e.g., Dg1, in order to set up a trans-
formation protocol and to knock out the nod genes.
- To gain additional data of carbon source supplied to the microsym-
biont in symbiosis, the metabolome of symbiotic Frankia needs to be
analysed. This would require non-aqueous fractionation to isolate bac-
terial vesicles under conditions where no enzyme activity is possible.
- To test the hypothesis that the microsymbiont exports assimilated
forms of ammonium in Ceanothus sp. nodules, like in D. glomerata, it
is necessary to analyse the amino acid profiles of roots and nodules of
a candidate of the genus Ceanothus.
51
7. Acknowledgments
I would like to thank the Department of Ecology, Environment and
Plant Sciences (DEEP) at Stockholm University for giving me the op-
portunity to conduct my doctoral study in this beautiful city and this
nice country. For me, it has been a life-changing experience.
I would like to express my deep gratitude to my supervisor, Dr.
Katharina Pawlowski. “Despite numerous attempts”, I was not success-
ful in convincing her to name Dg2 as Frankia nguyeni. I am still really
grateful for her valuable guidance and kind support. Without her, my
encounter with the fascinating and challenging research topic of actino-
rhizal symbiosis would have not happened.
I would like to thank Dr. Alison Berry at the University of California,
Davis, for providing me the opportunity to work in her lab and her sci-
entific support. I would also like to thank Dr. Daniel Wibberg and other
co-authors for their essential collaboration.
I am very grateful to Dr. Lisbeth Jonsson and Dr. Edouard Pesquet for
their constructive criticism of my thesis. I would also like to thank my
opponent Dr. Peter Young and the committee members Dr. Roger Fin-
lay, Dr. Anita Sellstedt and Dr. Per-Olof Lundquist for their time and
the scientific input.
Special thanks go to the current and former members of the Paw-
lowski’s group: Marco, Irina, Pooja, Tomas, and Theo for their cooper-
ation and stimulating discussions. Their encouragement during my
stressful times is very much appreciated.
I would like to thank my co-supervisor Dr. Sophia Ekengren, Dr. Ulla
Rasmussen, Dr. Sara Rydberg, Denis, Sandra, Andreas, Sara, Aleksan-
dra, Lina, Paul, Andrea, and other colleagues for their help during my
thesis. I am grateful to Peter, Anna, and Ingela for taking care of my
experimental plants in the greenhouse. I would also like to thank all the
colleagues at DEEP for fostering a friendly and positive working envi-
ronment.
52
I am heartily thankful to my beloved ones, Nhật Quang, Lisa, Xiaoyun,
Mai Trang, Nguyệt Minh, and Rickard for sharing my joyful and tearful
moments. I really enjoy their companionship on my journeys around
Europe. Though we are not always together, memories of all of them
remain deep within me. I especially want to thank my dear friend Katha
who has always been there for me through thick and thin.
I would also like to use this opportunity to extend my gratitude to my
family and relatives.
Con xin chân thành cảm ơn mọi người đã thương yêu, dạy dỗ và chăm
sóc con từ lúc nhỏ cho đến lúc trưởng thành. Cảm ơn em Bích Tuyền
đã hết lòng chia sẻ và giúp đỡ chị.
This thesis would have not been accomplished without the contribution
of many of my colleagues, relatives, and friends. To all whose names
have not been mentioned in this acknowledgement: Thank You!
53
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Alloisio N, Queiroux C, Fournier P, Pujic P, Normand P, Vallenet D, Médigue
C, Yamaura M, Kakoi K, Kucho K (2010) The Frankia alni symbiotic
transcriptome. Mol Plant Microbe Interact 23:593-607.
Barritt AR, Facelli JM (2001) Effects of Casuarina pauper litter and grove
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