Genomic Analysis Points to Multiple Genetic Mechanisms for Non-Transformable Campylobacter jejuni ST-50
Abstract
:1. Introduction
2. Materials and Methods
2.1. Bacterial Strains and Growth Conditions
2.2. Determination of the Transformation and Mutation Frequencies
2.3. Bacterial Strain Genomic Sequences
2.4. Determination of cts Operon, CJIEs and Associated DNase Genes
2.5. DNase Detection
2.6. Determination of Phylogeny
3. Results
3.1. Transformation Frequencies of C. jejuni and C. coli
3.2. Multiple Mechanisms for Non-Transformability among ST-50 Strains
3.3. Global Examination of the ST-50 Non-Transformability Genotype
3.4. Evidence of Extracellular DNase from dns Positive Strains
3.5. Phylogenetic Comparison of North American and European ST-50 Strains
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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C. jejuni Strains | ST | Average Transform. Frequency | TF SD | Average Mutation Frequency | MF SD | Competence of Recipient | TF/MF Log Diff. | AMR 1 |
---|---|---|---|---|---|---|---|---|
FSIS11812945 | 10398 | 1.98 × 10−7 | 1.72 × 10−7 | 2.32 × 10−8 | 3.03 × 10−8 | No | 0–1 | - |
FSIS11812081 | 2132 | 1.06 × 10−6 | 4.60 × 10−7 | 3.09 × 10−9 | 2.95 × 10−9 | Yes | ≥3 | - |
FSIS11810577 | 353 | 6.14 × 10−3 | 5.03 × 10−3 | 1.19 × 10−8 | 1.10 × 10−8 | Yes | ≥3 | - |
FSIS11706266 | 464 | 3.49 × 10−4 | 3.98 × 10−4 | 3.96 × 10−8 | 1.98 × 10−8 | Yes | ≥3 | - |
FSIS11811270 | 50 | 1.92 × 10−7 | 4.10 × 10−9 | 1.02 × 10−7 | 1.03 × 10−7 | No | 0–1 | - |
FSIS11812063 | 50 | 8.68 × 10−8 | 2.93 × 10−9 | 1.16 × 10−7 | 9.51 × 10−8 | No | 0–1 | - |
FSIS12028218 | 50 | 1.51 × 10−7 | 8.81 × 10−8 | 2.68 × 10−8 | 2.98 × 10−8 | No | 0–1 | T |
FSIS12028305 | 50 | 6.76 × 10−8 | 2.79 × 10−8 | 1.77 × 10−8 | 8.26 × 10−9 | No | 0–1 | T |
FSIS12029464 | 50 | 1.09 × 10−6 | 1.32 × 10−6 | 1.23 × 10−7 | 2.56 × 10−8 | No | 0–1 | - |
FSIS12029904 | 50 | 4.42 × 10−8 | 4.81 × 10−8 | 3.54 × 10−8 | 3.89 × 10−8 | No | 0–1 | - |
FSIS12030287 | 50 | 1.53 × 10−7 | 1.16 × 10−7 | 7.59 × 10−8 | 6.56 × 10−8 | No | 0–1 | - |
FSIS12030565 | 50 | 1.03 × 10−7 | 8.59 × 10−8 | 5.66 × 10−8 | 2.71 × 10−8 | No | 0–1 | - |
FSIS12030692 | 50 | 3.51 × 10−7 | 3.64 × 10−7 | 4.65 × 10−7 | 4.48 × 10−7 | No | 0–1 | TK |
FSIS12030816 | 50 | 3.58 × 10−8 | 2.94 × 10−8 | 4.47 × 10−8 | 4.99 × 10−8 | No | 0–1 | - |
FSIS12031002 | 50 | 5.12 × 10−8 | 1.25 × 10−8 | 2.39 × 10−8 | 3.97 × 10−9 | No | 0–1 | - |
FSIS12031145 | 50 | 7.25 × 10−8 | 5.77 × 10−8 | 5.77 × 10−7 | 7.84 × 10−7 | No | 0–1 | - |
FSIS22028286 | 50 | 4.50 × 10−7 | 4.75 × 10−7 | 4.36 × 10−8 | 3.80 × 10−8 | No | 0–1 | - |
FSIS22028636 | 50 | 7.60 × 10−8 | 2.25 × 10−8 | 1.91 × 10−7 | 2.08 × 10−7 | No | 0–1 | - |
FSIS1607853 | 50 | 8.74 × 10−8 | 7.30 × 10−8 | 1.90 × 10−8 | 1.18 × 10−8 | No | 0–1 | T |
FSIS1608758 | 50 | 4.49 × 10−8 | 2.72 × 10−8 | 2.17 × 10−7 | 2.73 × 10−7 | No | 0–1 | - |
FSIS1609357 | 50 | 4.14 × 10−8 | 9.19 × 10−10 | 1.40 × 10−8 | 1.38 × 10−8 | No | 0–1 | - |
FSIS1609374 | 50 | 6.58 × 10−8 | 4.50 × 10−8 | 1.10 × 10−8 | 4.52 × 10−9 | No | 0–1 | - |
FSIS1709833 | 50 | 2.33 × 10−7 | 2.61 × 10−7 | 8.34 × 10−9 | 1.18 × 10−9 | No | ~2 | T |
FSIS1710700 | 50 | 4.10 × 10−8 | 2.52 × 10−8 | 1.26 × 10−8 | 4.30 × 10−9 | No | 0–1 | - |
FSIS1710996 | 50 | 2.45 × 10−8 | 1.10 × 10−8 | 2.45 × 10−9 | 1.10 × 10−9 | No | 0–1 | QT |
FSIS1701236 | 50 | 6.57 × 10−7 | 1.44 × 10−7 | 6.43 × 10−8 | 7.03 × 10−8 | No | 0–1 | T |
FSIS1702913 | 50 | 3.14 × 10−7 | 1.02 × 10−7 | 2.09 × 10−7 | 2.74 × 10−7 | No | 0–1 | - |
FSIS1703025 | 50 | 9.48 × 10−8 | 1.09 × 10−7 | 5.89 × 10−8 | 4.72 × 10−8 | No | 0–1 | QT |
FSIS11705500 | 50 | 5.22 × 10−8 | 5.23 × 10−8 | 4.35 × 10−10 | 0 | No | ~2 | QT |
FSIS21720655 | 50 | 5.26 × 10−8 | 2.77 × 10−8 | 7.66 × 10−9 | 7.69 × 10−9 | No | 0–1 | QT |
FSIS21720686 | 50 | 1.40 × 10−6 | 1.69 × 10−6 | 3.25 × 10−8 | 2.38 × 10−8 | No | ~2 | - |
FSIS21820901 | 50 | 3.20 × 10−6 | 4.32 × 10−6 | 8.85 × 10−8 | 1.11 × 10−7 | No | ~2 | - |
FSIS1606748 | 50 | 3.80 × 10−8 | 7.57 × 10−9 | 4.31 × 10−8 | 5.69 × 10−8 | No | 0–1 | TK |
FSIS1607146 | 50 | 2.30 × 10−8 | 1.77 × 10−8 | 8.87 × 10−9 | 7.54 × 10−9 | No | 0–1 | T |
FSIS1701497 | 50 | 2.70 × 10−8 | 3.25 × 10−8 | 2.51 × 10−9 | 2.27 × 10−9 | No | 0–1 | QT |
FSIS11812592 | 50 | 5.87 × 10−7 | 4.89 × 10−7 | 1.59 × 10−7 | 5.66 × 10−9 | No | 0–1 | T |
FSIS11917669 | 50 | 5.16 × 10−8 | 2.69 × 10−8 | 1.16 × 10−8 | 1.24 × 10−8 | No | 0–1 | - |
FSIS11918239 | 50 | 7.66 × 10−8 | 4.30 × 10−8 | 5.71 × 10−8 | 5.17 × 10−8 | No | 0–1 | - |
FSIS12028219 | 50 | 2.80 × 10−8 | 2.31 × 10−8 | 6.21 × 10−10 | 4.68 × 10−10 | No | ~2 | - |
FSIS12032984 | 50 | 1.20 × 10−7 | 1.52 × 10−7 | 7.50 × 10−9 | 3.13 × 10−9 | No | ~2 | T |
FSIS12033376 | 50 | 4.63 × 10−8 | 2.30 × 10−8 | 5.34 × 10−8 | 6.03 × 10−8 | No | 0–1 | - |
FSIS12138180 | 50 | 5.01 × 10−9 | 2.04 × 10−9 | 7.88 × 10−10 | 3.71 × 10−10 | No | 0–1 | T |
FSIS11814023 | 939 | 1.40 × 10−7 | 1.50 × 10−7 | 2.19 × 10−8 | 2.60 × 10−8 | No | 0–1 | - |
FSIS12028216 | 939 | 9.62 × 10−9 | 1.07 × 10−8 | 2.85 × 10−9 | 1.20 × 10−9 | No | 0–1 | TK |
FSIS12028439 | 939 | 4.80 × 10−4 | 3.96 × 10−4 | 1.41 × 10−8 | 1.88 × 10−8 | Yes | ≥3 | T |
FSIS12030679 | 939 | 2.24 × 10−4 | 1.08 × 10−4 | 3.23 × 10−9 | 3.51 × 10−9 | Yes | ≥3 | - |
FSIS12031025 | 939 | 3.65 × 10−5 | 2.99 × 10−5 | 6.16 × 10−8 | 8.11 × 10−8 | Yes | ≥3 | K |
FSIS12031178 | 939 | 3.98 × 10−4 | 2.86 × 10−4 | 4.50 × 10−9 | 1.08 × 10−9 | Yes | ≥3 | T |
FSIS12031661 | 939 | 2.81 × 10−4 | 3.68 × 10−4 | 3.35 × 10−7 | 4.69 × 10−7 | Yes | ≥3 | - |
FSIS12031779 | 939 | 1.40 × 10−7 | 1.25 × 10−7 | 4.77 × 10−9 | 3.54 × 10−9 | No | ~2 | - |
FSIS22027247 | 939 | 1.38 × 10−8 | 1.07 × 10−8 | 1.40 × 10−8 | 1.39 × 10−8 | No | 0–1 | - |
FSIS22027921 | 939 | 3.72 × 10−8 | 3.05 × 10−8 | 4.64 × 10−9 | 5.15 × 10−9 | No | 0–1 | - |
FSIS22028453 | 939 | 3.71 × 10−7 | 4.85 × 10−7 | 1.33 × 10−7 | 1.83 × 10−7 | No | 0–1 | - |
FSIS32003146 | 939 | 4.02 × 10−4 | 4.00 × 10−4 | 8.17 × 10−10 | 2.33 × 10−11 | Yes | ≥3 | K |
RM 3405 | 50 | 1.33 × 10−8 | 1.29 × 10−8 | 1.45 × 10−8 | 1.58 × 10−8 | No | 0–1 | - |
RM 3412 | 50 | 2.79 × 10−5 | 3.60 × 10−5 | 1.04 × 10−6 | 7.57 × 10−7 | No | 0–1 | T |
RM 5146 | 50 | 3.80 × 10−8 | 3.61 × 10−8 | 1.47 × 10−9 | 1.46 × 10−9 | No | 0–1 | T |
RM 5148 | 50 | 8.25 × 10−8 | 8.84 × 10−8 | 1.09 × 10−8 | 7.78 × 10−10 | No | 0–1 | T |
RM 5149 | 50 | 5.91 × 10−9 | 1.08 × 10−9 | 3.06 × 10−9 | 3.74 × 10−9 | No | 0–1 | TQ |
RM 5156 | 50 | 1.52 × 10−4 | 9.86 × 10−5 | 6.13 × 10−8 | 6.75 × 10−8 | Yes | ≥3 | T |
C. coli Strains | ST | Average Transform. Frequency | TF SD | Average Mutation Frequency | MF SD | Competence of recipient | TF/MF Log Diff. | AMR |
FSIS11813367 | 1050 | 5.76 × 10−3 | 3.69 × 10−3 | 3.48 × 10−8 | 3.75 × 10−8 | Yes | ≥3 | - |
FSIS1710488 | 7818 | 8.32 × 10−4 | 4.16 × 10−5 | 8.03 × 10−9 | 3.50 × 10−9 | Yes | ≥3 | - |
FSIS1710329 | 7818 | 1.87 × 10−4 | 2.36 × 10−4 | 1.52 × 10−8 | 1.94 × 10−8 | Yes | ≥3 | - |
FSIS11811291 | 829 | 8.29 × 10−4 | 4.08 × 10−4 | 1.13 × 10−8 | 1.10 × 10−8 | Yes | ≥3 | E |
FSIS11813365 | 829 | 4.62 × 10−4 | 2.44 × 10−4 | 2.10 × 10−8 | 1.87 × 10−8 | Yes | ≥3 | E |
FSIS1607221 | 829 | 4.64 × 10−7 | 2.24 × 10−8 | 3.16 × 10−7 | 4.30 × 10−7 | No | 0–1 | - |
FSIS21822106 | 829 | 1.25 × 10−6 | 1.49 × 10−6 | 2.31 × 10−7 | 2.42 × 10−7 | No | 0–1 | - |
FSIS11813852 | 902 | 6.64 × 10−4 | 3.31 × 10−4 | 1.42 × 10−9 | 1.00 × 10−9 | Yes | ≥3 | Q |
FSIS1710767 | 3262 | 1.89 × 10−8 | 1.05 × 10−8 | 8.17 × 10−10 | 2.33 × 10−11 | No | ~2 | Q |
FSIS12027778 | 3262 | 1.73 × 10−5 | 1.05 × 10−5 | 2.38 × 10−9 | 1.99 × 10−10 | Yes | ≥3 | Q |
FSIS12030275 | 3262 | 1.92 × 10−8 | 9.89 × 10−9 | 1.13 × 10−9 | 1.04 × 10−9 | No | 0–1 | Q |
FSIS12031023 | 3262 | 1.54 × 10−3 | 1.84 × 10−3 | 6.96 × 10−9 | 7.83 × 10−9 | Yes | ≥3 | Q |
FSIS12031175 | 3262 | 3.02 × 10−7 | 3.41 × 10−7 | 8.95 × 10−7 | 7.15 × 10−7 | No | 0–1 | - |
FSIS12031458 | 3262 | 1.59 × 10−8 | 1.68 × 10−8 | 2.44 × 10−9 | 6.90 × 10−13 | No | 0–1 | Q |
FSIS12031835 | 3262 | 1.11 × 10−7 | 8.88 × 10−8 | 1.25 × 10−8 | 3.13 × 10−9 | No | 0–1 | - |
FSIS12031855 | 3262 | 3.07 × 10−8 | 2.73 × 10−8 | 4.51 × 10−9 | 3.39 × 10−9 | No | 0–1 | Q |
FSIS22027509 | 3262 | 7.38 × 10−4 | 4.58 × 10−4 | 1.34 × 10−8 | 6.14 × 10−9 | Yes | ≥3 | Q |
FSIS22028223 | 3262 | 1.82 × 10−7 | 2.17 × 10−7 | 1.31 × 10−8 | 1.02 × 10−9 | No | 0–1 | Q |
FSIS22028629 | 3262 | 5.18 × 10−8 | 6.10 × 10−8 | 2.36 × 10−8 | 3.26 × 10−8 | No | 0–1 | Q |
C. jejuni Strains | ST | cts Mutations 1 | dns 2 | dns2 | dns3 | Competence |
---|---|---|---|---|---|---|
FSIS11812945 | 10398 | D | N | N | N | No |
FSIS11812081 | 2132 | none | N | N | Y | Yes |
FSIS11810577 | 353 | none | Y (FS) | N | N | Yes |
FSIS11706266 | 464 | none | N | N | N | Yes |
FSIS11811270 | 50 | none | Y | N | N | No |
FSIS11812063 | 50 | N.D. | N | Y | N | No |
FSIS12028218 | 50 | DE | Y | N | N | No |
FSIS12028305 | 50 | DE | Y | N | N | No |
FSIS12029464 | 50 | none | Y | N | N | No |
FSIS12029904 | 50 | none | Y | N | Y | No |
FSIS12030287 | 50 | DE | Y (FS) | N | N | No |
FSIS12030565 | 50 | DE | Y (FS) | N | N | No |
FSIS12030692 | 50 | DE | Y | N | N | No |
FSIS12030816 | 50 | none | N | Y | N | No |
FSIS12031002 | 50 | none | N | Y | Y | No |
FSIS12031145 | 50 | DE | Y (FS) | N | N | No |
FSIS22028286 | 50 | none | Y | N | N | No |
FSIS22028636 | 50 | none | N | Y | N | No |
FSIS1607853 | 50 | none | Y | N | N | No |
FSIS1608758 | 50 | DE | Y (FS) | N | N | No |
FSIS1609357 | 50 | DE | Y (FS) | N | N | No |
FSIS1609374 | 50 | none | N | Y | N | No |
FSIS1709833 | 50 | DE | N | N | N | No |
FSIS1710700 | 50 | DE | Y | N | N | No |
FSIS1710996 | 50 | none | Y | N | N | No |
FSIS1701236 | 50 | none | Y | N | N | No |
FSIS1702913 | 50 | DE | N | N | N | No |
FSIS1703025 | 50 | none | Y | N | N | No |
FSIS11705500 | 50 | D | N | N | N | No |
FSIS21720655 | 50 | D | N | N | N | No |
FSIS21720686 | 50 | none | Y | N | N | No |
FSIS21820901 | 50 | none | Y | N | N | No |
FSIS1606748 | 50 | DE | Y | N | N | No |
FSIS1607146 | 50 | none | Y | N | Y | No |
FSIS1701497 | 50 | none | Y | N | N | No |
FSIS11812592 | 50 | DE | Y | N | N | No |
FSIS11917669 | 50 | DE | N | N | N | No |
FSIS11918239 | 50 | none | Y | N | N | No |
FSIS12028219 | 50 | none | N | N | Y | No |
FSIS12032984 | 50 | N.D. | Y | N | N | No |
FSIS12033376 | 50 | none | N | Y | N | No |
FSIS12138180 | 50 | DE | Y | N | N | No |
FSIS11814023 | 939 | none | N | N | Y | No |
FSIS12028216 | 939 | none | N | N | Y | No |
FSIS12028439 | 939 | none | N | N | N | Yes |
FSIS12030679 | 939 | none | N | N | N | Yes |
FSIS12031025 | 939 | none | N | N | N | Yes |
FSIS12031178 | 939 | none | N | N | N | Yes |
FSIS12031661 | 939 | none | N | N | N | Yes |
FSIS12031779 | 939 | none | N | N | Y | No |
FSIS22027247 | 939 | none | N | N | Y | No |
FSIS22027921 | 939 | none | N | N | Y | No |
FSIS22028453 | 939 | none | N | N | Y | No |
FSIS32003146 | 939 | none | N | N | N | Yes |
RM3405 | 50 | RF | N | N | N | No |
RM3412 | 50 | none | N | N | N | No |
RM5146 | 50 | none | Y | N | N | No |
RM5148 | 50 | none | Y | N | Y | No |
RM5149 | 50 | none | Y | N | Y | No |
RM5156 | 50 | none | Y (FS) | N | N | Yes |
C. coli Strains | ST | cts Mutations 1 | dns | dns2 3 | dns3 | Competence |
FSIS11813367 | 1050 | none | Y | N | N | Yes |
FSIS1710488 | 7818 | none | N | N | N | Yes |
FSIS1710329 | 7818 | none | N | N | N | Yes |
FSIS11811291 | 829 | none | N | N | N | Yes |
FSIS11813365 | 829 | none | N | N | N | Yes |
FSIS1607221 | 829 | none | N | N | N | No |
FSIS21822106 | 829 | none | Y | N | N | No |
FSIS11813852 | 902 | none | N | N | N | Yes |
FSIS1710767 | 3262 | none | N | Y | N | No |
FSIS12027778 | 3262 | none | N | Y (*) | N | Yes |
FSIS12030275 | 3262 | none | N | Y | N | No |
FSIS12031023 | 3262 | none | N | Y (*) | N | Yes |
FSIS12031175 | 3262 | none | N | Y | N | No |
FSIS12031458 | 3262 | none | N | Y | N | No |
FSIS12031835 | 3262 | none | N | Y | N | No |
FSIS12031855 | 3262 | none | N | Y | N | No |
FSIS22027509 | 3262 | none | N | Y (*) | N | Yes |
FSIS22028223 | 3262 | none | N | Y | N | No |
FSIS22028629 | 3262 | none | N | Y | N | No |
Region | cts Mutations | Total Strains | % cts Mutations | Mu-dns+ | Total Strains | % Mu-dns+ | dns2 or dns3 | Total Strains | % dns2 or dns3 |
---|---|---|---|---|---|---|---|---|---|
Europe | 37 | 1124 | 3.3 | 933 | 1450 | 64.3 | 412 | 1450 | 28.4 |
N. America | 214 | 566 | 37.8 | 416 | 780 | 53.3 | 237 | 780 | 30.3 |
Australia | 8 | 23 | 34.7 | 5 | 23 | 21.7 | 12 | 23 | 52.2 |
ST-8 | 49 | 641 | 7.6 | 62 | 809 | 7.7 | 218 | 809 | 26.9 |
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Parker, C.T.; Villafuerte, D.A.; Miller, W.G.; Huynh, S.; Chapman, M.H.; Hanafy, Z.; Jackson, J.H., III; Miller, M.A.; Kathariou, S. Genomic Analysis Points to Multiple Genetic Mechanisms for Non-Transformable Campylobacter jejuni ST-50. Microorganisms 2024, 12, 327. https://doi.org/10.3390/microorganisms12020327
Parker CT, Villafuerte DA, Miller WG, Huynh S, Chapman MH, Hanafy Z, Jackson JH III, Miller MA, Kathariou S. Genomic Analysis Points to Multiple Genetic Mechanisms for Non-Transformable Campylobacter jejuni ST-50. Microorganisms. 2024; 12(2):327. https://doi.org/10.3390/microorganisms12020327
Chicago/Turabian StyleParker, Craig T., David A. Villafuerte, William G. Miller, Steven Huynh, Mary H. Chapman, Zahra Hanafy, James H. Jackson, III, Morgan A. Miller, and Sophia Kathariou. 2024. "Genomic Analysis Points to Multiple Genetic Mechanisms for Non-Transformable Campylobacter jejuni ST-50" Microorganisms 12, no. 2: 327. https://doi.org/10.3390/microorganisms12020327
APA StyleParker, C. T., Villafuerte, D. A., Miller, W. G., Huynh, S., Chapman, M. H., Hanafy, Z., Jackson, J. H., III, Miller, M. A., & Kathariou, S. (2024). Genomic Analysis Points to Multiple Genetic Mechanisms for Non-Transformable Campylobacter jejuni ST-50. Microorganisms, 12(2), 327. https://doi.org/10.3390/microorganisms12020327