Sampling and isolation of pectinolytic bacteria
In 2015, 2016 and 2017, blackleg symptoms were searched in farmer’s potato fields in 4 regions (Meknes, Guigo, Boumia and Larache) in the northern part of Morocco. Pectinolytic bacteria were isolated from symptomatic plant tissues using crystal violet pectate (CVP) medium as described previously [40]. The CVP plates were incubated at 28 °C for 3 days and colonies that had formed pits were re-streaked onto Tryptone (5 g/L) Yeast extract (3 g/L) medium (TY). The purified isolates were spotted again on CVP to check pectinolytic activity. The obtained cultures from single colonies were stored in 25% glycerol at − 80 °C.
Molecular characterization of Pectobacterium and Dickeya isolates
The primer couples Y1/Y2 and ADE1/ADE2 (Table S1) were used for the identification of isolates belonging to Pectobacterium and Dickeya genera [41, 42]. The reaction was carried out in a final volume of 25 µl, containing 1 µl of bacterial DNA (50 ng/µl), 2.5 µl of PCR buffer (10×), 2 µl of MgCl2 (25 mM), 2.5 µl of dNTPs (1 mM), 1U Taq polymerase and 1 µl of each primer (1 µM) and water. The temperature set for PCR is the same as described by [41, 42]. The analysis of PCR products was done by electrophoresis in 2% agarose gel, using PCR products of P. atrosepticum CFBP1526T and D. solani IPO2222T as control along with the 1 Kb DNA ladder.
Positive strains for either Y1/Y2 or ADE1/ADE2 PCR were further characterized using the gapA barcode procedure [32]. All the gapA PCR products obtained with gapA-F/gapA-R primers (Table S1) were sequenced using Sanger technology (GATC Biotech, Germany). The sequences were trimmed using CLC genomic workbench (V10.1.1) and aligned with ClustalW. The phylogenetic analysis of gapA gene was performed: the evolutionary distances were computed using the maximum composite Likelihood method (Mega7 software) with 1000 bootstrap. The obtained sequences were deposited in GenBank (TableS2).
Genome Sequencing And Assembly
Extraction of DNA
DNA of ten isolates (list in Table 1) was extracted from overnight cultures in TY medium using Epicenter kits (Madison, WI, USA) followed by an ethanol precipitation. The quantity and quality control of the DNA was completed using a NanoDrop device and agarose gel electrophoresis at 1.0%.
ILLUMINA Sequencing
Paired-end libraries (500 bp in insert size) were constructed for each strain, and DNA sequencing was performed by Illumina NextSeq technology. Sequencing of the library was carried out using 2 × 75 bp paired-end read module. Illumina sequencing was performed at the I2BC sequencing platform (Gif-sur-Yvette, France).
Oxford Nanopore Technologies Sequencing
Library preparation of D. dianthicola LAR.16.03.LID and sequencing were performed at the GeT-PlaGe core facility, INRA Toulouse, according to the manufacturer’s instructions “1D Native barcoding genomic DNA” (EXP-NBD103 and SQK-LSK108)”. At each step, DNA was quantified using the Qubit dsDNA HS Assay Kit (Life Technologies). DNA purity was tested using the nanodrop (Thermofisher) and size distribution and degradation assessed using the Fragment analyzer (AATI) High Sensitivity DNA Fragment Analysis Kit. Purification steps were performed using AMPure XP beads (Beckman Coulter). 5 µg of each DNA (5 samples) were purified then sheared at 20 kb using the megaruptor1 system (diagenode). A DNA damage repair step was performed on 3 µg of sample. Then a END-repair and dA tail of double stranded DNA fragments was performed on 1 µg of each sample. Then specific index were ligated to each sample. The library was generated by an equimolar pooling of these barcoded samples. Then adapters were ligated to the library. Library was loaded on a R9.4.1 flowcell and sequenced on MinION instrument at 0.15 pmol within 48H.
Draft genome assembly of 10 Pectobacterium and Dickeya strains isolated from Morocco
Assembly of the Illumina sequences was performed using the CLC Genomics Workbench v10.1.1 software (CLCInc, Aarhus, Denmark). After quality (quality score threshold 0.05) and length (above 40 nucleotides) trimming of the sequences, contigs were generated by de novo assembly (CLC parameters: automatic determination of the word and bubble sizes with no scaffolding). The draft genome sequences of each strain were deposited at NCBI and annotated using NCBI Prokaryotic Genome Annotation Pipeline. Statistics of the all ten draft genomes are presented in Table 1.
Whole genome assembly of D. dianthicola LAR.16.03.LID strain
Fast5s from Nanopore sequencing were obtained with MinKNOW version 1.10.23 and were basecalled with ONT Albacore Sequencing Pipeline Software version 2.1.10 and reads passing the internal test were used for subsequent analysis. Porechop 0.2.1 (https://github.com/rrwick/Porechop) was used for adaptor trimming. Illumina PE reads were processed with trim_galore 0.4.0 (https://github.com/FelixKrueger/TrimGalore) to trim adaptor sequences.
Nanopore reads were assembled using Canu 1.7 [43] with the “genomeSize = 5 m” and “minReadLength = 3000” options. For Nanopore-only assembly, one output contig was obtained, then polished three times using Pilon 1.22 (https://github.com/broadinstitute/pilon) with the “--mindepth 25” option. The contig was finally circularized using Circlator 1.5.1 (https://github.com/sanger-pathogens/circlator).
Virulence Assay In Potato Tubers
Nine bacterial strains from Morocco were cultivated in TY broth for 24 h with 125 rpm at 28 °C, the strains P. brasiliense S4.16.03.1C has been isolated from the same field as P. brasiliense S1.16.01.3K and show 100 of ANI value was deleted from the aggressiveness test. Bacterial cultures were washed twice and suspended in NaCl 0.85%, and the optical density was adjusted to OD600 = 1.0 using a spectrophotometer. Potato tubers (cv. Bintje) were surface-disinfected by submerging them into a 5% sodium hypochlorite solution for 5 min, and then rinsed in distilled water twice and air dried at room temperature one day before inoculation. Ten potato tubers were infected with 10 µl of cell suspension of each strain, along with 10 tubers with NaCl 0.8% alone as a negative control. After 5 days of incubation at 24 °C, the tubers were cut vertically through the inoculation points and classified into five aggressiveness categories. Virulence assays were statistically analyzed to infer the aggressiveness variability within strains on potato tubers. Significance of the observed differences was assessed using a Kruskal-Wallis test with p < 0.05.
Genome Analysis
Phylogenetic and molecular evolutionary analyses were conducted using MEGA, version 7. An MLSA was performed using 13 concatenated housekeeping genes (fusA, rpoD, acnA, purA, gyrB, recA, mdh, mtlD, groEL, secY, glyA, gapA, rplB) retrieved from all the Pectobacterium spp. and Dickeya spp. strains in order to confirm their phylogenetic position within the reference strains P. atrosepticum ICMP1526T, P. betavasculorum NCPPB2795T, P. parmentieri RNS 08-42.1AT, P. wasabiae CFBP 3304T, P. actinidiae KKH3, P. brasiliense LMG21371T, P. odoriferum BCS7, P. aroidearum PC1, D. dianthicola NCPPB 453T, D. dadantii NCPPB 898T, D. solani IPO2222T. The average nucleotide identity (ANI) value was calculated as previously proposed using the ANI calculator (http://enveomics.ce.gatech.edu/ani/). The in-silico DNA-DNA hybridization (isDDH) was evaluated using genome sequence-based species delineation (http://ggdc.dsmz.de/) (Table 2).
Table 2
Pairwise ANI and isDDH values of Pectobacterium and Dickeya strains isolated from Morocco.
| ANI values |
Strains | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 |
1-Pp NIBIO 1006T | | 96.8 | 92.9 | 92.9 | 93.5 | 93.7 | 93.5 | 93.7 | 93.4 | 93.4 | 93.5 | 93.5 | 92.2 | 79.3 | 79 | 79.1 |
2-Pp S4.16.03.2B | 73.30 | | 93 | 92.9 | 93.5 | 93.7 | 93.5 | 93.7 | 93.4 | 93.5 | 93.5 | 93.4 | 92.2 | 78.9 | 79 | 79 |
3-Pc ICMP5702T | 52.3 | 52.10 | | 97.2 | 92.6 | 92.9 | 92.8 | 92.8 | 95.1 | 95.2 | 95.2 | 95.2 | 94.8 | 78.9 | 78.9 | 78.9 |
4-Pc S1-A16 | 52.2 | 51.90 | 76.30 | | 92.6 | 92.9 | 92.7 | 92.9 | 95.3 | 95.3 | 95.3 | 95.3 | 94.8 | 78.8 | 79.6 | 79.6 |
5-Pb LMG 21371T | 54.4 | 54.5 | 50.9 | 50.9 | | 96.1 | 95.9 | 96.1 | 92.2 | 92.2 | 92.2 | 92.3 | 93.00 | 78.6 | 79.5 | 79.5 |
6-Pb S4.16.03.1C | 56 | 55.7 | 52 | 51.7 | 68.5 | | 96.3 | 100 | 92.3 | 91.2 | 91.1 | 91.2 | 91.9 | 78.7 | 79.6 | 79.6 |
7-Pb S1.15.11.2D | 54.7 | 54.2 | 51.3 | 51 | 67.1 | 69.4 | | 96.3 | 92.3 | 92.2 | 92.3 | 92.3 | 91.8 | 79.1 | 79.1 | 79.1 |
8-Pb S1.16.01.3K | 56 | 55.7 | 76 | 51.7 | 68.5 | 100 | 71.4 | | 92.4 | 92.4 | 92.4 | 92.3 | 91.9 | 79.6 | 79.6 | 79.7 |
9-Pv SCC1 | 54.3 | 54.3 | 63.5 | 63.9 | 48.9 | 49.8 | 49.5 | 49.3 | | 99.5 | 99.5 | 99.5 | 94.7 | 79.2 | 79.1 | 79.3 |
10-Pv S4.16.03.3F | 54.4 | 54.3 | 63.9 | 64.3 | 49.1 | 49.9 | 49.5 | 49.9 | 96.6 | | 100 | 100 | 94.7 | 79.2 | 79.2 | 79.2 |
11-Pv S4.16.03.3 k | 54.4 | 54.3 | 63.8 | 64.2 | 49.2 | 49.9 | 49.5 | 49.9 | 96.6 | 99.3 | | 100 | 94.7 | 79.3 | 79.3 | 79.4 |
12-Pv S4.16.03.3I | 54.4 | 54.3 | 63.8 | 64.2 | 49.1 | 49.9 | 49.5 | 49.8 | 96.5 | 100 | 99.3 | | 94.7 | 79.3 | 79.3 | 79.3 |
13-Po BCS7 | 49.2 | 49 | 61.3 | 60.6 | 47.4 | 47.8 | 47.6 | 47.8 | 60.4 | 60.7 | 60.6 | 60.6 | | 79.1 | 79.1 | 79.1 |
14-Ddi NCPPB453T | 21.1 | 20.7 | 20.5 | 20.7 | 20.9 | 21 | 20.6 | 21 | 21.2 | 21 | 21 | 21 | 21.1 | | 99.5 | 99.5 |
15-Ddi S4.16.03.P2.4 | 20.8 | 20.6 | 20.4 | 20.9 | 21.1 | 20.9 | 20.7 | 20.9 | 21 | 21 | 21 | 21 | 20.8 | 95.6 | | 100 |
16-Ddi S4.16.03.LID | 20.8 | 20.6 | 20.4 | 21 | 21.1 | 20.9 | 20.6 | 20.9 | 21 | 21 | 21 | 21 | 20.8 | 95.6 | 100 | |
| is-DDH |
Strains: 1, P. polaris NIBIO1006T ; 2, P. polaris S4.16.03.2B 3, P. carotovorum ICMP5702T; 4, P. carotovorum S1-A16; 5, P. brasiliense LMG21371T; 6, P. brasiliense S4.16.03.1C; 7, P. brasiliense S1.15.11.2D 8, P. brasiliense S1.16.01 3K; 9, P. versatile SCC1; 10, P. versatile S4.16.03.3F; 11, P. versatile S4.16.03.3 k 12, P. versatile S4.16.03.3I; 13, P. odoriferum BCS7; 14, D. dianthicola NCPPB 453T, 15, D. dianthicola S4.16.03.P2.4; 16, D. dianthicola S4.16.03.LID. |
The genome map of the D. dianthicola LAR.16.03.LID was generated using CGView Server [44]. Synteny analysis of the complete genomes of D. dianthicola LAR.16.03.LID, D. dianthicola ME23 and D. dianthicola RNS049 was performed by using the MAUVE software [45]. Paired end reads for the strain LAR.16.03.LID was mapped against the two complete genome sequences of the D. dianthicola strains ME23 and RNS049 with threshold (0.8 of identity on 0.5 of read length) using CLC Genomics Workbench version 10.1.1 software. The mappings were used for detection of variations (SNPs and InDels) using basic variant calling tool from CLC genomic workbench version 10.1.1.
The presence of clustered regularly interspaced short palindromic repeats (CRISPRs) was done using CRISPRfinder (http://crispr.i2bc.paris-saclay.fr/Server/) [46]. The prophage identification tool PHAge Search Tool – Enhanced Release (PHASTER) was used to check for the region containing prophage-like elements in bacterial genomes (http://phaster.ca/) [47]. The Predicted resistome was checked using Resistance Gene Identifier tool (https://card.mcmaster.ca/analyze/rgi). Finally the presence of genomic regions containing secondary metabolite biosynthesis gene cluster were identified using AntiSMASH server (version 4.1.0, https://doi.org/10.1093/nar/gkv437).
To investigate the phylogenitical position of the Moroccan D. dianthicola against the available genomes of this specie in NCBI. An MLSA was generated using fifteen housekeeping gene (fusA, rpoD, leuS, rpoS, purA, infB, gyrB, recA, groEL, secY, glyA, gapA, rplB, dnaX, gyrA) using MEGA7 software.