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Microbial Genomics logoLink to Microbial Genomics
. 2022 Apr 19;8(4):000795. doi: 10.1099/mgen.0.000795

Genetic variation in symbiotic islands of natural variant strains of soybean Bradyrhizobium japonicum and Bradyrhizobium diazoefficiens differing in competitiveness and in the efficiency of nitrogen fixation

Flavia Raquel Bender 1,2, Sheila Tiemi Nagamatsu 3, Jakeline Renata Marçon Delamuta 2,4, Renan Augusto Ribeiro 4, Marco Antonio Nogueira 2,4, Mariangela Hungria 1,2,4,*
PMCID: PMC9453064  PMID: 35438622

Abstract

Soybean is the most important legume cropped worldwide and can highly benefit from the biological nitrogen fixation (BNF) process. Brazil is recognized for its leadership in the use of inoculants and two strains, Bradyrhizobium japonicum CPAC 15 (=SEMIA 5079) and Bradyrhizobium diazoefficiens CPAC 7 (=SEMIA 5080) compose the majority of the 70 million doses of soybean inoculants commercialized yearly in the country. We studied a collection of natural variants of these two strains, differing in properties of competitiveness and efficiency of BNF. We sequenced the genomes of the parental strain SEMIA 566 of B. japonicum , of three natural variants of this strain (S 204, S 340 and S 370), and compared with another variant of this group, strain CPAC 15. We also sequenced the genome of the parental strain SEMIA 586 of B. diazoefficiens , of three natural variants of this strain (CPAC 390, CPAC 392 and CPAC 394) and compared with the genome of another natural variant, strain CPAC 7. As the main genes responsible for nodulation (nod, noe, nol) and BNF (nif, fix) in soybean Bradyrhizobium are located in symbiotic islands, our objective was to identify genetic variations located in this region, including single nucleotide polymorphisms (SNPs) and insertions and deletions (indels), that could be potentially related to their different symbiotic phenotypes. We detected 44 genetic variations in the B. japonicum strains and three in B. diazoefficiens . As the B. japonicum strains have gone through a longer period of adaptation to the soil, the higher number of genetic variations could be explained by survival strategies under the harsh environmental conditions of the Brazilian Cerrado biome. Genetic variations were detected in genes enconding proteins such as a dephospho-CoA kinase, related to the CoA biosynthesis; a glucosamine-fructose-6-phosphate aminotransferase, key regulator of the hexosamine biosynthetic pathway; a LysR family transcriptional regulator related to nodulation genes; and NifE and NifS proteins, directly related to the BNF process. We suggest potential genetic variations related to differences in the symbiotic phenotypes.

Keywords: nodulation, symbiosis, Glycine max, bacteria adaptation, rhizobia, nitrogenase

Data Summary

Impact Statement.

There is an increasing demand for improving sustainability in agriculture, and the process of biological nitrogen fixation (BNF) represents a key strategy in this goal. Legumes are important for the possibility of establishing symbiosis with nitrogen-fixing bacteria, partially or fully supplying the plant’s nitrogen requirement. Soybean is the legume most cropped worldwide and can largely benefit from BNF. Nowadays, Brazil is the first world soybean producer. A strain-selection programme of more than half a century resulted in strains very effective in fixing nitrogen, competitive, and adapted to the edaphic tropical conditions. Soybean bradyrhizobia are originally exotic to the country. Therefore, the programme searches for natural variability in desirable properties within specific strains. We studied two groups of strains, one of Bradyrhizobium japonicum and the other of Bradyrhizobium diazoefficens, both consisting of the parental and variant strains different in properties of efficiency of BNF and competitiveness. We sequenced bacterial genomes and compared their symbiotic islands. Single nucleotide polymorphisms (SNPs) and indels were identified, analysed and discussed regarding their putative role in affecting symbiotic properties. The variants that had a longer period of adaptation to the soils presented a higher number of genetic variations. Confirmation of the role of some of the identified proteins may speed up the strain-selection programme.

The bacterial genomes of B. japonicum strain CPAC 15 and B. diazoefficiens strain CPAC 7 were previously deposited at the National Center for Biotechnology Information (NCBI) under the accession numbers CP007569 and ADOU00000000, respectively. The genome sequences obtained in this study were deposited at the NCBI. B. japonicum strains SEMIA 566, S 204, S 340 and S 370 are under the accession numbers SAMN23829029, SAMN23829998, SAMN2383152 and SAMN23833769, respectively, and B. diazoefficiens strains SEMIA 586, CPAC 390, CPAC 392 and CPAC 394 under the accession numbers SAMN23833944, SAMN23834001, SAMN23834014 and SAMN23837688, respectively.

Introduction

Biological nitrogen fixation (BNF) is a key process for the maintenance of all ecosystems and a major player in the goal of agricultural sustainability. Archaea and bacteria were first present in free-living style, but about 100 million years ago (MYA), some lineages of prokaryotes started to develop mechanisms of interaction with plants. Some angiosperms evolved a predisposition towards the evolution of a symbiotic relationship with bacteria capable of fixing atmospheric nitrogen. These bacteria are collectively called rhizobia and symbiotic relationships were established, especially with members of the Fabaceae family, in an evolutionary process that involved complex steps of horizontal (HGT) and vertical (VGT) gene transfer [1–4].

For the symbiotic interaction to occur, several molecular signals are exchanged between the rhizobia and the host plants, resulting in infection of plant tissues and the formation of specific structures, the nodules, in general in the roots. In an established symbiosis, the host plant delivers carbon sources, mainly in the form of dicarboxylic acids, to attend to the bacterial energetic demands and receives nitrogen synthesized by the rhizobia. Among the rhizobia, the genus Bradyrhizobium might be considered the ancestor of all rhizobia, being a major symbiont of various legumes in the tropics, also standing up for great contributions to the agriculture and the environment [5–7].

For an efficient contribution of BNF in the nutrition of legumes, the first steps include the saprophytic ability of the bacteria in the soil, the competitiveness against the indigenous microbial community, and the compatibility with the host plant, with the recognition of signals that will allow the interaction and establishment of nodules [2, 8]. It is still not clear how natural selection shapes each symbiotic partner, and the extent to which the interaction can be affected by intrinsic and extrinsic factors [9]. Nodulation and BNF require the expression of specific genes in the rhizobia, organized in clusters and located in large symbiotic plasmids (pSym), or inserted in genomic islands, known as symbiosis or symbiotic islands, with profuse evidence of large contribution of events of HGT and VGT [9–11]. In Bradyrhizobium spp., genes related to BNF are generally grouped in symbiotic islands, characterized by lower GC content compared to the remaining genome [12, 13].

Brazil is recognized by its leadership in using the benefits of the BNF process with the soybean [Glycine max (L.) Merr.] crop [5, 14]. Soybean commercial crops started to expand in the late 1950s, simultaneously to strain-selection programmes aiming to satisfy all plants' requirements of nitrogen [5, 15]. In the 1990s, the selection of strains included, besides the BNF capacity, the adaptation to a new cropping area, the biome of Cerrado, an edaphic type of savannah challenging in abiotic stresses that include very acidic soils, with high aluminium and low phosphorus contents, high temperature and a long dry season period [5, 15]. As soybean is an exotic plant to Brazil, the soils are void of indigenous compatible bradyrhizobia [16]. Therefore, the approach taken has been to search for natural variants of foreigner strains after a period of adaptation to the soils, and selection for higher competitiveness and BNF capacity [15, 17, 18]. The programme resulted in the successful identification of two strains, Bradyrhizobium japonicum CPAC 15 (=SEMIA 5079) and Bradyrhizobium diazoefficiens CPAC 7 (=SEMIA 5080), largely used in commercial inoculants since 1992 [8, 19, 20]. The parental of CPAC 15 is strain SEMIA 566, isolated in 1966 from a nodule of a soybean inoculated with a North American inoculant and belonging to the same serogroup as the very competitive USDA 123 (15). The parental of CPAC 7 is strain SEMIA 586 (=CB 1809), considered a subculture of USDA 136, derived from USDA 122 in the USA; the strain was sent from USA to Australia and in 1966 from there to Brazil [15].

Other variant strains of SEMIA 566 and SEMIA 586 were obtained using the same approach of searching for differences in competitiveness, BNF efficiency and adaptation to the local soils. Morphological, physiological and genetic differences, and variability in competitiveness and efficiency of the BNF process have been reported in comparisons of parental and variant strains [17, 18, 21–24]. The present study aimed to identify single nucleotide polymorphisms (SNPs) and insertions and deletions (indels) present in symbiotic islands in two groups of strains with parental and variant strains. Group 1 is composed of the parental B. japonicum SEMIA 566 and the variant strains CPAC 15, S 204, S 340 and S 370. Group 2 is composed of the parental B. diazoefficiens SEMIA 586 and the variant strains CPAC 7, CPAC 390, CPAC 392 and CPAC 394. We searched for genetic variations and possible relationships with symbiotic phenotypes in the two groups of strains.

Methods

Strains used

Two groups of strains were used in the study. The first is composed of the B. japonicum strain SEMIA 566 (parental), the natural variant CPAC 15 (=SEMIA 5079) used in commercial inoculants in Brazil since 1992 [15, 19], and three other natural variants, S 204, S 340 and S 370, characterized as having different properties of competitiveness and BNF efficiency [17, 21]. CPAC 15 was used as the genome of reference for this first group.

The second group is composed of B. diazoefficiens parental strain SEMIA 586 (=CB 1809), the natural variant CPAC 7 (=SEMIA 5080) used in commercial inoculants in Brazil since 1992 [19, 25], and three other natural variant strains, CPAC 390, CPAC 392 and CPAC 394, also showing differences in competitiveness and BNF efficiency [18, 26]. CPAC 7 was used as the genome of reference for this second group.

Information about the competitiveness and BNF efficiency within each group is shown in Table 1. All strains are deposited at the ‘Diazotrophic and Plant Growth Promoting Bacteria Culture Collection of Embrapa Soja’ (WFCC Collection No. 1213, WDCM Collection No. 1054), in Londrina, State of Paraná, Brazil.

Table 1.

Comparative performance, in relation to the genomes used as reference, of competitiveness and BNF efficiency (total N accumulated) of the strains of B. japonicum and B. diazoefficiens used in this study

B. japonicum *

B. diazoefficiens

Strain

BNF capacity

Competitiveness

Strain

BNF capacity

Competitiveness

CPAC 15 (reference)

CPAC 7 (reference)

SEMIA 566 (parental)

=

=

SEMIA 586 (parental)

=

<

S 204

<

=

CPAC 390

>

=

S 340

<

>

CPAC 392

=

<

S 370

>

>

CPAC 394

=

=

*After Hungria et al. [21].

†After Santos et al. [18].

Genome sequencing

First, the identity of all strains was confirmed by BOX-PCR, using the methodology as described before [27]. Genomes of the commercial strains B. japonicum CPAC 15 and B. diazoefficiens CPAC 7 have been sequenced before [24, 28]. Strains sequenced in this study comprise the parental B. japonicum SEMIA 566 and the natural variants S 204, S 340 and S 370, and the parental B. diazoefficiens SEMIA 586 and the natural variants CPAC 390, CPAC 392 and CPAC 394.

After growing the bacteria in modified-yeast-mannitol (YM) medium [29] till the exponential growth phase, 1.5 ml aliquots of each culture were submitted to the DNA extraction using the DNeasy Blood and Tissue Kit (Qiagen), following the manufacturer's instructions. After the extraction, the DNA of each strain was quantified in a Qubit fluorimeter (Invitrogen), and the concentration adjusted to 0.2 ng µl−1.

The genomic libraries were built with the Nextera XT kit (Nextera DNA Library Preparation Kits), following the manufacturer's recommendations, with the steps of total DNA fragmentation; purification of the fragmented products; linkage of the indexes; and final purification. The validation of the libraries was performed on a 1% agarose gel. After confirming the quality, the libraries were quantified and their concentrations normalized to 4 nM. Genome sequencing was performed on a MiSeq equipment (Illumina) using the MiSeq Reagent v.3 kit (Illumina), at the Laboratory of Soil Biotechnology of Embrapa Soja. The read sequencing generated paired-end reads of ~300 bp.

The genomes were assembled with the A5-MiSeq Pipeline (de novo) v. 20140604, and the assembled genomes were deposited in the Rapid Annotation using Subsystem Technology (RAST) v.2.0. The genomes sequenced in this study were deposited at the NCBI. For the group of B. japonicum strains, the access numbers are SEMIA 566 (SAMN23829029), S 204 (SAMN23829998), S 340 (SAMN2383152) and S 370 (SAMN23833769). For the group of B. diazoefficiens , the accession numbers are SEMIA 586 (SAMN23833944), CPAC 390 (SAMN23834001), CPAC 392 (SAMN23834014) and CPAC 394 (SAMN23837688).

Bioinformatic analysis

The genomes of B. japonicum CPAC 15 (accession number: CP007569) and B. diazoefficiens CPAC 7 (accession number: ADOU00000000) previously obtained by Siqueira et al. [28] were used as genomes of reference. They were retrieved from the genome database of NCBI in the FASTA format.

The bioinformatics analysis of the variants was performed separately for each Bradyrhizobium species, using the respective reference genome. The objective was to identify SNPs and insertions and deletions (indels) present in the symbiotic islands and to analyse the mutations at the protein level. To identify the position of the symbiotic islands in the genomes, the approach of Kaneko et al. [12, 13] was used. The authors proposed three regions called symbiotic islands in the genomes of B. japonicum USDA 6T and B. diazoefficiens USDA 110T, called Locus A, B and C.

The bioinformatics pipeline was divided in three steps: (1) reads alignment; (2) variant calling; and (3) variant calling annotation. Raw data in FASTQ format were submitted to the quality-control analysis using the basic metrics of the FastQC tool (v. 0.11.3). The alignment of the sequenced lineages against the respective reference genome was performed using Bowtie2 (v. 2.2.6). After the alignment, files in the SAM format were generated, requiring conversion to BAM format. This conversion was performed with the samtools (v. 0.1.19), subcommand view. After the conversion, all files were treated with Picard (v. 2.21.1), using the AddOrReplaceReadGroups and MarkDuplicates function, according to the GATK best practices. Following, the variant calling was conducted using the HaplotypeCaller function from Genome Analysis Toolkit (GATK; v 4.1.4.0). The SNPs and indels were then filtered using the VariantFiltration tool from the GATK (v 4.1.4.0).

The filtered variants were annotated using the Variant Ensembl Predictor (VEP) (https://www.ensembl.org/info/docs/tools/vep/index.html). SNPs and indels detected in the symbiotic islands were selected and the genetic variations were visualized with the Integrative Genomics Viewer (IGV) (v. 2.8.0). The selected genomic variations were evaluated manually in order to identify those located in repeated regions and to assess the frequency of the mutation in the sequenced reads, approach taken to verify their consistency.

Finally, the genes with selected mutations were annotated using blastx tool. The NCBI database allowed us to identify whether the mutations were present within the protein domain.

Results

Genome features of the sequenced strains

Genome sequencing resulted in total coverages of 79, 81, 78, 78, 83, 94, 88 and 77× for strains SEMIA 566, S 204, S 340, S 370, SEMIA 586, CPAC 390, CPAC 392 and CPAC 394, respectively. Estimated genome sizes, number of assembled contigs and GC contents of each strain are shown in Table 2. In B. japonicum the genomes of strains S 204 and S 340 (10266898 bp and 10188322 bp, respectively) are larger than the genome of CPAC 15 (9582287 bp) used as reference for this group of strains. They could have acquired genes in the process of adaptation to the Cerrado soils. The other strains (SEMIA 566 and S 370) have genome sizes of 9561677 and 9546788 bp, respectively, very close to the reference genome. In B. diazoefficiens the genomes of SEMIA 586, CPAC 390, CPAC 392 and CPAC 394 (9067238, 9066558 bp, 9072300 and 9065038 bp, respectively) have similar sizes to the genome of CPAC 7(9085. 545 bp), used as a reference for this other group of strains.

Table 2.

Genome sizes, G+C contents and contigs of the B. japonicum and B. diazoefficiens strains used in this study

B. diazoefficiens

B. diazoefficiens

Strain

Genome size (bp)

G+C (%)

Contigs

Strain

Genome size

G+C (%)

Contigs

CPAC 15*†

9 582 287

63.5

1

CPAC 7*†

9 085 545

64.0

13

566

9 561 677

63.5

145

586

9 067 238

64.0

155

S 204

10 266 898

63.4

283

CPAC 390

9 066 558

64.0

155

S 340

10 188 322

63.4

281

CPAC 392

9 072 300

64.0

170

S 370

9 546 788

63.6

156

CPAC 394

9 065 038

64.0

150

*After Siqueira et al. [28].

†Strains used as a reference in the genomes' comparisons.

Analyses of genetic variations

For the analysis of polymorphisms in the symbiotic islands, the groups studied were selected based on the differences in two main properties for the success of the BNF process, competitiveness and the efficiency of BNF. In both groups, there were variants concerning these two properties (Table 1). The results obtained comparing each group of strains with the reference genomes of B. japonicum CPAC 15 and B. diazoefficiens CPAC 7 are shown in Table 3.

Table 3.

Description of the position of the mutation in the genome, differences in the nucleotides and the results of the changes in amino acids

Mutation type

Mutation position in the genome (bp)

Nucleotides in reference strains CPAC 15 and CPAC 7

Nucleotides in variants

Symbiotic island

Gene ID

Codons in reference

Codons in variants

Exchange of amino acids

Position of nucleotides in the protein

Position of amino acids in protein

B. japonicum

SEMIA 566

indel

8 028 033

TGCG

T

A

BJS_05223

CCG-CAA

CAA

PQ/Q

590–592

197–198

indel

8 320 820

T

TCGCGATG

A

BJS_05500

GTC

GTC-GCG-ATG

- -C

V/VAMX

809–810

270

SNP

9 129 346

G

A

C

BJS_07962

CAG

TAG

Q/*

1378

460

S 204 and S 340

indel

8 075 666

GA

G

A

BJS_05269

GAA

GA

E/X

314

105

indel

8 278 099

GCTC

G

A

BJS_05460

CTC

L/-

313–315

105

indel

8 420 952

GTGGAAT

G

A

BJS_05577

TGG-AAT

WN/-

136–141

46–47

indel

8 599 363

G

GCA

A

BJS_05746

GCC

GTGCC

A/VX

52–53

18

indel

9 284 755

C

CG

C

BJS_08099

CCG

CCCG

P/PX

1496–1497

499

SNP

7 933 105

C

A

A

BJS_05131

CAC

CAA

H/Q

3981

1327

SNP

7 952 042

C

A

A

BJS_05148

AGA

ATA

R/I

326

109

SNP

8 043 911

G

T

A

BJS_05235

CAG

AAG

Q/K

64

22

SNP

8 141 963

G

A

A

BJS_05330

GGA

GAA

G/E

596

199

SNP

8 191 404

C

A

A

BJS_05382

GTG

TTG

V/L

373

125

SNP

8 233 122

G

C

A

BJS_05420

TGG

TCG

W/S

449

150

SNP

8 268 647

C

G

A

BJS_05451

GAG

GAC

E/D

429

143

SNP

8 272 077

T

C

A

BJS_05454

ATG

ACG

M/T

521

174

SNP

8 277 718

A

G

A

BJS_05459

GAC

GGC

D/G

803

268

SNP

8 278 103

G

A

A

BJS_05460

GGC

AGC

G/S

316

106

SNP

8 378 062

T

C

A

BJS_05544

TAC

TGC

Y/C

86

29

SNP

8 452 478

G

C

A

BJS_05609

CTG

GTG

L/V

562

188

SNP

8 489 483

G

C

A

BJS_05642

ACC

AGC

T/S

68

23

SNP

8 494 065

A

G

A

BJS_05646

TAT

CAT

Y/H

22

8

SNP

8 603 761

A

G

A

BJS_05752

ACC

GCC

T/A

184

62

SNP

9 189 349

G

T

C

BJS_08013

CAG

AAG

Q/K

301

101

SNP

9 427 817

A

G

C

BJS_08521

CTT

CCT

L/P

179

60

SNP

9 508 237

A

G

C

BJS_08355

ATC

GTC

I/V

757

253

SNP

9 516 655

A

G

C

BJS_08364

ACC

GCC

T/A

508

170

SNP

9 533 906

A

C

C

BJS_09076

ATC

AGC

I/S

1244

415

S 204

indel

8 283 054

CGACGATCGAGCCACCCAGCTCGA

C

A

BJS_05464

GAC-GAT-CGA-GCC-ACC-CAG-CTC- GAG

G

DDRATQLE/X

292–314

98–105

indel

8 398 040

TG

T

A

BJS_05558

TGG

TG

W/X

1073

358

SNP

8 161 914

T

C

A

BJS_05348

ACC

GCC

T/A

79

27

SNP

8 312 231

T

C

A

BJS_05494

GTG

GCG

V/A

758

253

SNP

8 482 609

C

G

A

BJS_05635

AGC

AGG

S/R

675

225

SNP

9 335 708

G

A

C

BJS_08142

GCG

GTG

A/V

266

89

SNP

9 384 316

A

G

C

BJS_08489

AGG

GGG

R/G

16

6

SNP

9 482 621

G

C

C

BJS_08333

GCT

GGT

A/G

434

145

S 340

Indel

9 569 452

G

GT

C

BJS_08412

CGT

CGTT

R/RX

158–159

53

SNP

8 125 727

T

G

A

BJS_05315

CTG

CGG

L/R

437

146

SNP

8 127 640

T

G

A

BJS_05317

TTT

TTG

F/L

960

320

SNP

8 264 276

C

G

A

BJS_05446

CGT

CCT

R/P

131

44

SNP

8 321 676

T

C

A

BJS_05501

GAG

GGG

E/G

752

251

SNP

8 457 225

C

T

A

BJS_05614

GCG

GTG

A/V

11

4

SNP

8 605 053

A

G

A

BJS_05753

GAG

GGG

E/G

125

42

SNP

8 606 552

G

A

A

BJS_05753

GAC

AAC

D/N

1624

542

B. diazoefficiens

SEMIA 586

SNP

1 988 610

C

T

A

BJA5080_04871

CCG

TCG

P/S

307

103

CPAC 394

SNP

1 918 866

C

T

A

BJA5080_04943

GAA

AAA

E/K

106

36

SNP

2 014 149

G

A

A

BJA5080_04849

CCG

CTG

P/L

482

161

(*) Indicates the replacement of the amino acid by a stop codon. - (-) Indicates the loss of amino acids. (X) Indicates that it was not possible to identify the amino acid.

It is worth mentioning that indels are genetic variations that consist on the deletion or addition of one or more nucleotides and SNPs are the exchange of a single nucleotide by another. Table 3, which shows the nucleotides that are present in the reference strains and which codons these nucleotides are part of, also shows the changes resulting from genetic variations in genome position and the codons that are formed from the changes. Codon formation is based on the strand used as a template; therefore, it can be as similar or complementary nucleotides to those shown in the table.

In the B. japonicum group, the parental SEMIA 566 presented three genetic variations: two indels in the symbiotic island A, and one SNP in the symbiotic island C. These variations are present in proteins BJS_05223, BJS_05500 and BJS_07962, respectively (Table 3). Strains S 204 and S 340 shared 25 similar genetic variations. In relation to each strain, the S 204 variant presented 33 genetic variations, seven of which are indels present in proteins BJS_05269, BJS_05460, BJS_05577, BJS_05746, BJS_05464, BJS_05558 (island A) and BJS_08099 (island C). Other variations (26) are SNPs present in 18 proteins in island A, and eight in island C. The S 340 variant presented 33 genetic variations, of which six are indels present in proteins BJS_05269, BJS_05460, BJS_05577, BJS_05746 in the symbiotic island A, and BJS_08099 and BJS_08412 in island C. The other 27 variations are SNPs in 22 proteins in island A, and five in island C. No genetic variation was found in the symbiotic islands of S 370.

Of all genetic variations observed in B. japonicum , six are in hypothetical proteins, one in SEMIA 566 (BJS_05500), four in both strains S 204 and S 340 (BJS_05269, BJS_05544, BJS_05646 and BJS_08521), and one in S 204 (BJS_08142). No similarity of these proteins was found with any other protein deposited at the NCBI database.

In the B. diazoefficiens group, the parental SEMIA 586 showed one SNP in protein BJA5080_04871 present in the symbiotic island A (Table 3). The variant CPAC 394 showed two variations, both SNPs, in proteins BJA5080_04943 and BJA5080_04849 (island A). No genetic variation was found in the symbiotic islands of CPAC 390 and CPAC 392.

Bioinformatics analyses identified the position of the genetic variations in the bacterial genome, the substitution caused in the nucleotides, the position of the nucleotides and amino acids in the protein, and the amino acid resulting from the replacement of nucleotides. The results are shown in Table 3.

After identifying the SNPs and indels present in the symbiotic islands, blastx was performed to identify the proteins and search for domains. Table 4 shows the proteins identified and also indicates the mutations within their domains. In the B. japonicum group, in 12 out of the 44 polymorphisms we detected no putative conserved domains, six in hypothetical proteins. The putative proteins identified were related to several proteins that could be directly and indirectly related to BNF efficiency and competitiveness, and that will be discussed in details in the discussion section. In the B. diazoefficiens group, no putative conserved domain was detected in a PepSY domain-containing protein, while domains were detected in the other two polymorphisms detected, corresponding to the proteins MgtA and ArgE (Table 4).

Table 4.

Description of proteins and domains identified

Gene ID

Protein

Present in the domain

Domain

Access code

B. japonicum

SEMIA 566

BJS_05223

Dephospho-CoA kinase

Yes

CoaE

COG0237

BJS_05500

Hypothetical protein

No putative conserved domains have been detected

BJS_07962

C4-dicarboxylate ABC transporter substrate-binding protein

Yes

PBP2_TAXI_TRAP_like_1

cd13569

S 204 and S 340

BJS_05269

Hypothetical protein

No putative conserved domains have been detected

BJS_05460

ABC transporter permeasse

Yes

TauC

COG0600

BJS_05577

Carboxymuconolactone decarboxylase family protein

Not

BJS_05746

Nucleotidyltransferase

No putative conserved domains have been detected

BJS_08099

Methionyl-tRNA synthetase

Yes

MetG

COG0143

BJS_05131

AAA family ATPase

Not

BJS_05148

Nuclear transport factor two family protein

Yes

SnoaL_2

pfam12680

BJS_05235

Leucine--tRNA ligase

Não

BJS_05330

SDR family oxidoreductase

Yes

FabG

COG1028

BJS_05382

DUF541 domain-containing protein

Yes

YggE

COG2968

BJS_05420

Primosomal protein N'

Yes

PriA

COG1198

BJS_05451

LysR family transcriptional regulator

Yes

LysR

COG0583

BJS_05454

LysR family transcriptional regulator

Yes

LysR

COG0583

BJS_05459

ABC transporter ATP-binding protein

Yes

TauB

COG1116

BJS_05460

ABC transporter permeasse

Yes

TauC

COG0600

BJS_05544

Hypothetical protein

No putative conserved domains have been detected

BJS_05609

ComF family protein

Yes

ComFC

COG1040

BJS_05642

PilZ domain-containing protein

No putative conserved domains have been detected

BJS_05646

Hypothetical protein

No putative conserved domains have been detected

BJS_05752

DUF932 domain-containing protein

No putative conserved domains have been detected

BJS_08013

Methylenetetrahydrofolate reductase [NAD(P)H]

Yes

MetF

COG0685

BJS_08521

Hypothetical protein

No putative conserved domains have been detected

BJS_08355

Nitrogenase iron-molybdenum cofactor biosynthesis protein NifE

Yes

NifD

COG2710

BJS_08364

Cysteine desulfurase NifS

Yes

NifS

COG1104

BJS_09076

Transposase

Não

S 204

BJS_05464

Proline iminopeptidase

Yes

MhpC

COG0596

BJS_05558

Glycoside hydrolase family 15 protein

Yes

SGA1

COG3387

BJS_05348

Succinate dehydrogenase cytochrome b556 subunit

Yes

SdhC

COG2009

BJS_05494

ABC transporter permease

Yes

TauC

COG0600

BJS_05635

Cobaltochelatase subunit CobS

Yes

Glutenin_hmw

pfam03157

BJS_08142

Hypothetical protein

No putative conserved domains have been detected

BJS_08489

Glucosamine-fructose-6-phosphate aminotransferase

Yes

GlmS

COG0449

BJS_08333

C4-dicarboxylic acid transport protein

Yes

GltP

COG1301

S 340

BJS_08412

Transposase

Yes

HTH_32

pfam13565

BJS_05315

Alpha/beta fold hydrolase

No putative conserved domains have been detected

BJS_05317

SDR family oxidoreductase

No putative conserved domains have been detected

BJS_05446

GNAT family N-acetyltransferase

Yes

RimL

COG1670

BJS_05501

Aminotransferase class V-fold PLP-dependent enzyme

Yes

PucG

COG0075

BJS_05614

Preprotein translocase subunit SecA

Yes

PRK12904

PRK12904

BJS_05753

ParB/RepB/Spo0J family partition protein

Yes

Spo0J

COG1475

BJS_05753

ParB/RepB/Spo0J family partition protein

No putative conserved domains have been detected

B. diazoefficiens

SEMIA 586

BJA5080_04871

HAD-IC family P-type ATPase

Yes

MgtA

COG0474

CPAC 394

BJA5080_04943

M20/M25/M40 family metallo-hydrolase

Yes

ArgE

COG0624

BJA5080_04849

PepSY domain-containing protein

No putative conserved domains have been detected

Discussion

Genome features of B. japonicum and B. diazoefficiens strains

Biological nitrogen fixation with the soybean crop has been considered as the most successful symbiosis of agronomic importance worldwide, contributing to the acquisition of millions of tons of nitrogen annually [5]. Some soybean Bradyrhizobium spp. strains of agronomic importance had their genome sequences, and we may cite the type strain of B. japonicum USDA 6T, the Brazilian commercial strain B. japonicum CPAC 15, the type strain B. diazoefficiens USDA 110T, carried in commercial inoculants in several countries [5], and the Brazilian commercial strain CPAC 7 of B. diazoefficiens . The genomes of these four strains are composed of a unique circular chromosome and estimated for B. japonicum at 9207384 bp for USDA 6T, and 9582287 bp for CPAC 15, slightly bigger than the genomes of B. diazoefficens USDA 110T, 9105828 bp, and CPAC 7, 9085545 bp. In all four genomes, no plasmids were detected [12, 13, 28].

We confirmed bigger genomes for the B. japonicum group in the strains sequenced in our study. It is worth mentioning that the variant strains of B. japonicum SEMIA 566 have gone through a longer períod of adaptation to the Brazilian Cerrado soils, very acidic, with high aluminium and low phosphorus contents, with high temperature, and a long dry season period [30, 31]. Interestingly, compared to the reference strain CPAC 15, strains S 204 and S 340 have larger genomes, expanded in 684611 bp and 606035 bp, respectively (Table 2), which may result from gene acquisition through HGT transfer, that could be related to an increase in their saprophytic ability. The expansion in the genomes were majorly found outside the symbiotic islands, indicating that gene acquisition was probably related to genes to improve saprophytic ability in the soil, but that could also impact competitiveness and efficiency of BNF.

Genomic islands are regions that form syntenic groups of multiple genes, conferring advantages to the bacteria compared to others that colonize the same environment [13]. The symbiosis islands are defined as regions with the integration of genes with specific functions, mostly related to the symbiosis, arising from HGT and presenting a GC content considerably smaller than the remaining genome [32]. In all strains sequenced in our study it was possible to identify three symbiotic islands, as defined by Kaneko et al. [12, 13].

It is worth mentioning that in B. japonicum USDA 6T the sizes of symbiotic islands A, B and C were estimated at 694277, 4360 and 518647 bp, respectively, and in B. diazoefficiens USDA 110T at 681342, 44 and 201222 bp, respectively, and that the main nodulation and nitrogen fixation genes are in symbiotic island A. In our study, in total, 44 polymorphisms were found in the B. japonicum group and three in the B. diazoefficiens . In the B. japonicum and B. diazoefficiens group, 25 and one polymorphisms, respectively, were found in island A, the main symbiotic island. In addition, eight and two polymorphisms, respectively, were found in island C. Island B is very small in comparison with the two other ones and no polymorphisms were detected in this region. It is worth to hypothesize that the polymorophisms in island A might affect more straightly BNF.

In the next items we will discuss some main polymorphisms found. However, it is worth mentioning that we found no polymorphisms in B. japonicum variant strain S 370 and in B. diazoefficiens variant strains CPAC 390 and 392. As the variant strains show differences in properties of competitiveness and efficiency of BNF, the result suggests that mutations outside the symbiotic islands may contribute to the differences in symbiotic phenotypes. However, to search for polymorphisms related to the symbiotic performance in the remaining chromosome represents a more difficult task and will be subject of a further study.

Genetic variation in the group of B. japonicum strains

Genetic variation in strain SEMIA 566

In the B. japonicum group, SEMIA 566 is the parental strain, characterized by a lower efficiency of BNF than CPAC 15 [21, 33]. The indel present in SEMIA 566, at the position 8028,033 bp, resulted in the deletion of the amino acid proline in the CoaE domain of the enzyme dephospho-CoA kinase (DPCK) EC 2.7.1.24, localized in the symbiotic island A. This enzyme uses ATP as a phosphate donor, generating the coenzyme A (CoA) and ADP [34, 35]. An efficient TCA (tricarboxylic acid) cycle in bacteroids requires the essential cofactor CoA, which is synthesized by the enzymatic reaction with pantothenic acid (vitamin B5), l-cysteine and purine/pyrimidine nucleotides as substrates [36]. The last stage of CoA biosynthesis is catalysed by the DPCK enzyme [37], essential for many organisms [35, 38]. To better understand the role of this enzyme, Nurkanto et al. [39] obtained a strain of Entamoeba histolytica with repressed dpck gene expression and verified that growth in culture medium was significantly decreased. Negative changes in the TCA cycle can also compromise the supply of ATP and nitrogenase reducer, affecting the BNF activity. In addition to energy generation, the TCA cycle plays a role in the biosynthesis of amino acids, purines, pyrimidines and vitamins [40, 41]. Therefore, it is feasible to assume that the enzyme DPCK in SEMIA 566 is affected, since it does not have the amino acid proline, responsible for stabilizing its structure. In contrast, the natural variant CPAC 15, isolated after some years of adaptation to the Cerrado soils, evolved to acquire a functional enzyme that may help in its saprophytic ability. The other three variant strains, S 204, S 340 and S370 were also derived from SEMIA 566 after the same period of adaptation to the Cerrado, and presented a functional DPCK enzyme.

Genetic variation in strains S 204 and S 340

The competitiveness of S 204 and S 340 is equal or higher than CPAC 15, respectively, but the efficiency of BNF of both is lower [21] (Table 1). The SNPs present in strains S 204 and S 340 at the position 8141963 bp resulted in the exchange of the amino acid glycine, present in the FabG domain, by the amino acid glutamate, in one short-chain dehydrogenase (SDR), localized in the symbiotic island A. The SDR family encompasses NADP-dependent oxidoreductases (H) [42, 43]. The wide variety of biochemical functions of oxidoreductases include detoxifying ethanol and xenobiotics, regulating hormones and signalling molecules, and detecting the redox state in the metabolism or transcription, all regulating vital cellular processes [44]. In humans, many SNPs have been identified in SDR genes and related to inherited metabolic diseases [43]. Therefore, the SNP in the enzyme SDR in rhizobia might affect the metabolic efficiency, resulting in a lower capacity of competing with other micro-organisms of S 204 and S 340, compared to CPAC 15. The substituted glycine can be part of the structure that follows a sequence pattern rich in highly variable glycine, critical for the structural integrity present in the Rossmann fold [44].

The SNP variation present in S 204 and S 340 at the position 8233122 bp resulted in the exchange of the amino acid tryptophan, present in the PriA domain, by the amino acid serine in the enzyme primosomal protein N', localized in island A. The protein N' is a component of the primosome, an enzyme complex involved in restarting the paralysed replication fork, ensuring complete DNA duplication [45, 46]. DNA duplication can be interrupted by breaks, gaps and/or proteins attached to the replication fork, and if the interruption is not resolved, the end of the DNA can be degraded. To guarantee the resumption of duplication, it is necessary to operate the primossoma complex [47]. Cells lacking the PriA protein suffer severe growth defects [47]. A study performed by Lee and Kornberg [48] showed that a priA mutation of E. coli (EL500) resulted in slower growth, with a generation time of 70 min, compared to 30 min in the wild-type strain. Furthermore, the PriA mutant had a filamentous morphology, with cells two to 50 times longer than the wild-type, and the chromosomal DNA of the filamentous cells often appeared to be disrupted. Colony formation analysis showed a 10- to 100-fold reduction in the PriA mutant compared to wild-type, showing that the duplication was also interrupted. Sandler et al. [49] obtained priA mutants of E. coli strain K-12. One mutant had a deletion of part of the gene and the insertion of a kanamycin resistance gene (priA1::kan), and the other had a simple insertion of the kanamycin resistance gene at the codon 153 (priA2::kan). They observed that the mutants priA1::kan and priA2::kan were sensitive to UV radiation and defective in recombination. Only the priA1::kan mutant showed a filamentous morphology. These studies show that it is likely that mutations at different points in a gene of a multifunctional protein can result in different phenotypes. McCool and Sandler [50] observed that cells of E. coli K-12 mutated for the priA gene presented filamentous morphology and hypothesized that the filament formation is a partition defect resulting from the inability to restart DNA replication. From the results obtained with priA mutants, we may hypothesize that the lower BNF capacity of strains S 204 and S 340 might result from difficulties in restarting DNA duplication for cell multiplication, resulting in growth defficiency [50].

The SNP polymorphism present in strains S 204 and S 340 at the position 8268647 bp resulted in the exchange of the amino acid glutamate in the LysR domain by the amino acid aspartate of the LysR family transcriptional regulator (ID: BJS_05451). The SNP at the position 8272077 bp resulted in the exchange of the amino acid methionine in the LysR domain by the amino acid threonine, also in an LysR family transcriptional regulator (ID: BJS_05454). Both SNPs are on the symbiotic island A. Although the enzymes BJS_05451 and BJS_05454 differ in size, with 291 and 317 amino acids, respectively, they showed 100% similarity in the LysR family of transcriptional regulators, a family first described in the 1980s by Henikoff et al. [51]. This is the largest family of prokaryotic transcriptional binding proteins and can regulate the expression of genes with different functions, involved in bacterial cell division, virulence, metabolism, quorum sensing, motility, antioxidant reaction, nitrogen fixation [52]. Establishing an efficient nitrogen-fixing symbiosis between rhizobia and legumes depends on the adequate expression of nodulation genes controlled by LysR-type regulators [53]. In Sinorhizobium (= Ensifer ) meliloti strain RM1021, two regulatory genes of the LysR type were found and named as lsrA and lsrB. When mutant strains of both genes and the wild-type strain were inoculated in alfalfa (Medicago sativa L.), the mutant strains indicated nitrogen deficiency [54]. Regarding the formation of nodules, plants inoculated with the wild-type strain had cylindrical nodules with pink internal colour, while those of the mutants had irregularly shaped nodules, many without pink internal colour. The results suggest that the growth of plants inoculated with the mutant strains was limited in nitrogen fixation due to a mutation in regulatory genes of the LysR type regulating nodulation genes and possibly other genes including those for nitrogen fixation [54]. Based on these studies, we hypothesize that mutations in strains S 204 and S 340 may help to explain the reported differences in BNF efficiency [21]. Interestingly, downstream the LysR-type transcriptional regulator (BJS_05451) is the BJS_05452 gene that encodes an HlyD family secretion protein. This protein is involved in the efflux pump of the RND family, which participates in the metabolism Bradyrhizobium cells within the plant, with a functional role in the specific excretion of 5-hydroxyflavonoids such as genistein [55], a strong nod-gene inducer. It is also worth mentioning that in Bradyrhizobium elkanii USDA 76T it has been shown that the BNF efficiency with soybeans is related, among other factors, with amino acid metabolism [56]. The enzyme 3-isopropylmalate dehydratase performs the second step of the biosynthesis of the amino acid leucine, catalysing the stereospecific isomerization of 2-isopropylmalate and 3-isopropylmalate, through the formation of 2-isopropylmaleate. This enzyme is present in most prokaryotes and consists of a heterodimer composed of a large subunit (LeuC) and a small subunit (LeuD) [57, 58]. In the B. japonicum strains of our study, the genes encoding for LeuC and LeuD are present downstream of the gene encoding the transcriptional regulator of the LysR family (BJS_05454). Considering that the mutation present in the LysR-type transcriptional regulator decreases its regulatory efficiency and assuming that BJS_05454 regulates leuC and LeuD, we may suppose that this mutation interferes in the regulation of genes important for the properties of these strains.

Strains S 204 and S 340 showed SNPs at the positions 9508237 and 9516655 bp in proteins BJS_08355 (NifE) and BJS_08364 (NifS), respectively, both in the symbiotic island C. The nif genes are key for the BNF process [59], and studies with the diazotrophic Klebsiella oxytoca and Azotobacter vinelandii revealed that the nitrogenase biosynthesis requires the products of 16 nif genes (nifHDKYTENXUSVZWMBQ) [60]. Both nifE and nifS participate in the biosynthesis and insertion of FeMo-co into the nitrogenase, and nifS also participates in the assembling the Fe-S cluster [60–62]. In a study with Frankia casuarinae , a symbiont of Casuarina and Allocasuarina, mutants of nifE strains presented reduced growth in N-free medium [63]. In another study with A. vinelandii grown in N-free medium with Mo, Va or no metal, the NifEN mutants (Nif -, Vnf + and Anf +) and the NifS mutants showed poor growth in all conditions, with a deficiency in all three nitrogenase activities [64]. From these reports, and considering the resulting amino acid exchange, we may hypothesize that mutations in NifE and NifS proteins in strains S 204 and S 340 might affect the efficiency of the BNF. However, probably they do not interfere in competitiveness, and for this property it might be necessary to search also for SNPs outside the symbiotic island.

Genetic variation in strain S 204

The genetic variation detected in strain S 204 at the position 9384316 bp, in island C, resulted in the exchange of the amino acid arginine in the GlmS domain, by the amino acid glycine, in the enzyme glucosamine-fructose-6-phosphate aminotransferase (GFAT, EC 2.6.1.16). GFAT is the key regulator of the hexosamine biosynthetic pathway [65]. This cytoplasmic enzyme catalyses the first stage of the pathway, forming glucosamine 6-phosphate from glutamine, the amide donor and fructose-6-phosphate, derived from glucose. GFAT controls the flow of glucose and limits the speed of the hexosamine biosynthetic pathway, thus controlling the formation of the final product [66]. The glucosamine-fructose-6-phosphate aminotransferase is encoded by nodM, an important nodulation gene with a role in the biosynthesis and secretion of Nod factors [67]. An experiment with mutant strains in the nodM and nodN genes of Rhizobium leguminosarum inoculated in hairy vetch [Vicia hirsuta (L.) Gray] resulted in an average reduction of 30% in the number of nodules; however, no differences were observed in the formation of curled root hairs or infection threads, and the nodules formed fixed normal amounts of nitrogen [68]. In alfalfa inoculated with S. meliloti mutants in nodM and nodN genes, there was a significant delay in nodulation, but no effects were observed in the inoculation of Melilotus albus Medik [69]. These results indicate that nodM gene, which encodes GFAT, is transcribed in symbiosis with specific legumes, being putatively related to host range specificity. Being a paralogue of the housekeeping enzyme glucosamine synthase, in rhizobia there are reports of nodM being localized in symbiotic plasmids or islands. In B. japonicum USDA 6T nodM is in symbiotic island A, but both in S 204 and in CPAC 15 is in island C.

Genetic variation in strain S 340

The SNP in strain S 340 at the position 8264276 bp resulted in the exchange of the amino acid arginine in the RimL domain by the amino acid proline in the GNAT family N-acetyltransferase enzyme, located in the symbiotic island A. GNATs comprise a large superfamily of enzymes responsible for a variety of biological processes, catalysing the transfer of an acetyl group from acetyl coenzyme A (AcCoA) to substrates such as aminoglycoside antibiotics, amino acids, polyamines, peptides, vitamins, catecholamines and large macromolecules, including proteins. Consequently, GNATs play roles in a large number of biological processes, including aminoglycoside antibiotic resistance, transcriptional regulation, protein acetylation and stress response, allowing organisms to respond and adapt quickly to changing environmental conditions [70–72]. We found no studies with GNATs in B. japonicum . However, to explain the higher competitiveness of strain S 340 compared to S 204 we can hypothesize that the mutation may improve the tolerance to abiotic stresses, as found in the Brazilian Cerrado [31].

Strain S 370 is more competitive and efficient in BNF than both the parental SEMIA 566 and the commercial CPAC 15. However, no mutations were detected in the symbiotic islands of S 370, indicating that other genomic features might be searched for, including symbiotic genes outside the symbiotic islands, as well as other genes not necessarily related to the symbiosis.

Genetic variation in the group of B. diazoefficiens strains

Genetic variation in strain SEMIA 586

The SNP present in the parental strain SEMIA 586 at the position 1988610 bp of island A, when compared to the natural variant and more competitive strain CPAC 7, resulted in the exchange of the amino acid proline, present in the MgtA domain, by the amino acid serine in the protein HAD-IC family P-type ATPase. Found in all domains of life, type P ATPases, belonging to the haloacid dehydrogenase (HAD) superfamily are responsible for playing key roles in the transport of ions across biological membranes [73]. In Listeria monocytogenes , the P-type ATPase (CadA) is responsible for cadmium (Cd) resistance [74]. Another study identified the Cd-resistant strain F8027 of L. monocytogenes , and the inactivation of the cadA4 gene (which encodes a P-type ATPase) resulted in decreased resistance to Cd, affecting bacterial growth [75]. Another bacterium that exhibits metal resistance conferred by a P-type ATPase is Pseudomonas aeruginosa , and the deletion of the cadA gene resulted in a susceptible phenotype, with a clear delay in growth kinetics in the presence of zinc [76]. The genome of the plant colonizing bacterium Pseudomonas fluorescens SBW25 has a putative P-type ATPase copper (Cu) carrier (CueA), and its inactivation reduced Cu tolerance. In general, the genes responsible for Cu tolerance are homologous to the Pl-type ATPase, and their deletion results in bacterial sensitivity to Cu [77]. Liang et al. [78] isolated a Cu-tolerant strain of Bradyrhizobium liaoningense from Vigna unguiculata. Two mutants were constructed (Bln-d and Bln-163), both with the P-type ATPase gene (cueA) interrupted. While the wild-type strain tolerated 2,0 mM of Cu2 +, the mutants had their tolerance decreased to 0.8 mM. We may hypothesize that the mutation in the P-type ATPase enzyme in SEMIA 586 results in lower tolerance to heavy metals and, consequently, competitiveness compared to CPAC 7. As CPAC 7 has gone through a period of adaptation to the Cerrado soils [5, 15, 18, 19, 31] rich in aluminium [18, 31], the P-type ATPase could be involved in tolerance to this metal.

Final remarks

Native Brazilian soils are originally void of compatible soybean Bradyrhizobium, and a strain selection programme started in the 1960s and continues till today, resulting in the most successful contribution of BNF in agriculture worldwide [5]. The approach used in the selection of elite strains used in commercial inoculants in Brazil is based on the search for natural variability within a specific strain, aiming at higher competitiveness and efficiency of BNF, as well as adaptation to the local soil conditions [5, 6, 15, 18–23]. In this programme, natural variants were obtained from the parental strains of B. japonicum SEMIA 566 and B. diazoefficens SEMIA 586, each group obtained under the same conditions and time, and they had now their genomes sequenced and presented in this study. Natural variants of B. japonicum SEMIA 566 passed through a more extended period of adaptation to the harsh conditions of the Cerrado soils than the variant strains of B. diazoefficens SEMIA 586, which might explain the greater number of SNPs and indels identified. Many genetic variations may be related to the adaptation to the edaphic conditions, but improving adaptation may also affect competitiveness.

Our study suggests that SNPs and indels associated with missense and frameshift variation detected inside and outside protein domains may affect the structure and function of these proteins. Some of the proteins identified in our study are recognized as being directly or indirectly related to BNF and might affect the efficiency of the process. Additionally, polymorphisms were also found in hypothetical proteins and deserve further investigation. Gene edition is now a promising tool that might help to clarify the relation of the genetic variation detected and the symbiotic performance.

Funding information

Partially financed by INCT - Plant Growth-Promoting Microorganisms for Agricultural Sustainability and Environmental Responsibility (CNPq 465133/2014-4, Fundação Araucária-STI 043/2019, CAPES).

Acknowledgements

Flavia R. Bender acknowledges a PhD fellowship from CAPES (Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Finance Code 001). Marco A. Nogueira and Mariangela Hungria are also CNPq research fellows.

Author contributions

Conceptualization: M.H. Methodology: S.T.N., F.R.B., M.H. Formal analysis: F.R.B., S.T.N., J.R.M., R.A.R., M.H. Investigation: F.R.B., S.T.N. Resources: M.H. Data curation: F.R.B., S.T.N. Writing: F.R.B., M.H., S.T.N. Reviewing: All authors. Supervision: M.H. Project administration: M.H.

Conflicts of interest

The authors declare that there are no conflicts of interest.

Ethical statement

All material used in this manuscript does not need any external consent for publication. All authors have read the final version and given their consent for publication.

Footnotes

Abbreviations: BNF, biological nitrogen fixation; HGT, horizontal gene transfer; SDR, short-chain dehydrogenase (SDR); SNPs, single nucleotide polymorphisms; TCA, tricarboxylic acid; VGT, vertical gene transfer; YM, yeast-mannitol.

All supporting data, code and protocols have been provided within the article or through supplementary data files.

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