| Literature DB >> 25679978 |
Warren N Fawley1, C W Knetsch2, Duncan R MacCannell3, Celine Harmanus2, Tim Du4, Michael R Mulvey4, Ashley Paulick3, Lydia Anderson3, E J Kuijper2, Mark H Wilcox5.
Abstract
PCR-ribotyping has been adopted in many laboratories as the method of choice for C. difficile typing and surveillance. However, issues with the conventional agarose gel-based technique, including inter-laboratory variation and interpretation of banding patterns have impeded progress. The method has recently been adapted to incorporate high-resolution capillary gel-based electrophoresis (CE-ribotyping), so improving discrimination, accuracy and reproducibility. However, reports to date have all represented single-centre studies and inter-laboratory variability has not been formally measured or assessed. Here, we achieved in a multi-centre setting a high level of reproducibility, accuracy and portability associated with a consensus CE-ribotyping protocol. Local databases were built at four participating laboratories using a distributed set of 70 known PCR-ribotypes. A panel of 50 isolates and 60 electronic profiles (blinded and randomized) were distributed to each testing centre for PCR-ribotype identification based on local databases generated using the standard set of 70 PCR-ribotypes, and the performance of the consensus protocol assessed. A maximum standard deviation of only ±3.8bp was recorded in individual fragment sizes, and PCR-ribotypes from 98.2% of anonymised strains were successfully discriminated across four ribotyping centres spanning Europe and North America (98.8% after analysing discrepancies). Consensus CE-ribotyping increases comparability of typing data between centres and thereby facilitates the rapid and accurate transfer of standardized typing data to support future national and international C. difficile surveillance programs.Entities:
Mesh:
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Year: 2015 PMID: 25679978 PMCID: PMC4332677 DOI: 10.1371/journal.pone.0118150
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
PCR-ribotypes represented in the study and identification performance of the testing laboratories at subsequent validation stages of the CE-ribotyping protocol.
| PCR-ribotypes involved in the study | VALIDATION STAGE 1 Training set PCR-ribotypes represented | VALIDATION STAGE 2 Challenge set (isolates) | VALIDATION STAGE 3 Challenge set (electronic data) | ||
|---|---|---|---|---|---|
| PCR-ribotype represented | Identification score | PCR-ribotype represented | Identification score | ||
| 001 | 001 | 001 (x2) | 4/4; 4/4 | 001 | 4/4 |
| 002 | 002 | 002 | 4/4 | 002 | 4/4 |
| 003 | 003 | 003 | 4/4 | 003 | 4/4 |
| 004 | 004 | 004 | 4/4 | 004 | 4/4 |
| 005 | 005 | 005 | 4/4 | 005 | 4/4 |
| 006 | 006 |
| - | 006 | 4/4 |
| 007 | 007 | 007 | 4/4 | 007 | 4/4 |
| 009 | 009 |
| - | 009 | 4/4 |
| 010 | 010 | 010 | 4/4 | 010 | 3/4 |
| 011 | 011 | 011 | 4/4 | 011 | 4/4 |
| 012 | 012 | 012 | 4/4 | 012 | 3/4 |
| 014 |
| 014 | 4/4 Unrecognised profile |
| - |
| 015 | 015 | 015 | 4/4 | 015 | 4/4 |
| 016 | 016 | 016 | 4/4 | 016 | 4/4 |
| 017 | 017 | 017 | 4/4 | 017 | 4/4 |
| 018 | 018 | 018 | 4/4 |
| - |
| 019 | 019 | 019 | 4/4 | 019 | 4/4 |
| 020 | 020 |
| - | 020 | 4/4 |
| 023 | 023 | 023 | 4/4 | 023 | 4/4 |
| 025 | 025 | 025 | 4/4 | 025 | 4/4 |
| 026 | 026 | 026 | 4/4 | 026 | 4/4 |
| 027 | 027 | 027 | 4/4 | 027 | 4/4 |
| 029 | 029 | 029 | 3/4 | 029 | 4/4 |
| 031 | 031 |
| - | 031 | 4/4 |
| 033 | 033 | 033 | 4/4 | 033 | 4/4 |
| 035 | 035 | 035 | 3/4 | 035 | 4/4 |
| 037 | 037 | 037 | 4/4 | 037 | 4/4 |
| 040 | 040 |
| - | 040 | 4/4 |
| 042 | 042 | 042 | 4/4 | 042 | 4/4 |
| 043 | 043 | 043 | 4/4 | 043 | 4/4 |
| 045 | 045 |
| - | 045 | 4/4 |
| 046 | 046 | 046 | 4/4 | 046 | 4/4 |
| 047 | 047 |
| - | 047 | 4/4 |
| 050 | 050 |
| - | 050 | 4/4 |
| 051 | 051 | 051 | 4/4 | 051 | 4/4 |
| 052 | 052 |
| - |
| - |
| 053 | 053 | 053 | 4/4 | 053 | 4/4 |
| 054 | 054 | 054 | 4/4 | 054 | 4/4 |
| 055 | 055 | 055 | 4/4 | 055 | 4/4 |
| 056 | 056 |
| - | 056 | 4/4 |
| 057 | 057 |
| - | 057 | 4/4 |
| 058 | 058 | 058 | 3/4 | 058 | 4/4 |
| 060 | 060 | 060 | 4/4 | 060 | 4/4 |
| 062 | 062 | 062 | 4/4 | 062 | 4/4 |
| 063 | 063 | 063 | 4/4 | 063 | 3/4 |
| 064 | 064 |
| - | 064 | 4/4 |
| 066 | 066 | 066 | 4/4 | 066 | 4/4 |
| 067 | 067 | 067 | 4/4 | 067 | 4/4 |
| 068 | 068 | 068 | 4/4 |
| - |
| 070 | 070 | 070 | 4/4 | 070 | 4/4 |
| 072 | 072 |
| - |
| - |
| 075 | 075 | 075 | 4/4 | 075 | 4/4 |
| 076 | 076 |
| - | 076 | 4/4 |
| 077 | 077 |
| - |
| - |
| 078 | 078 | 078 | 4/4 | 078 | 4/4 |
| 079 | 079 |
| - | 079 | 4/4 |
| 081 | 081 | 081 | 4/4 | 081 | 4/4 |
| 083 | 083 | 083 | 4/4 |
| - |
| 084 | 084 |
| - | 084 | 4/4 |
| 085 | 085 |
| - | 085 | 4/4 |
| 087 | 087 | 087 | 4/4 | 087 | 4/4 |
| 095 | 095 |
| - |
| - |
| 106 | 106 | 106 | 4/4 | 106 | 4/4 |
| 118 | 118 | 118 | 3/4 |
| - |
| 122 | 122 | 122 | 4/4 | 122 | 4/4 |
| 126 | 126 |
| - | 126 | 4/4 |
| 131 | 131 | 131 | 4/4 |
| - |
| 153 | 153 |
| - |
| - |
| 169 | 169 |
| - | 169 | 4/4 |
| 174 | 174 | 174 | 4/4 | 174 | 4/4 |
| 198 | 198 | 036 | 3/4 Unrecognised profile | 198 | 4/4 |
1 Number of laboratories that identified the correct PCR-ribotype (or correctly stated that the profile generated was not a recognisable PCR-ribotype present in the training set)
2 two individual PCR-ribotype 001 isolates were present in the challenge (isolates) set
*Correctly identified that the profile was not present in the training set
Comparison of internal protocols from the four participating laboratories and the proposed consensus protocol.
| Centre | Primer set | Polymerase | Thermal cycling conditions | Electrophoresis | Size marker |
|---|---|---|---|---|---|
| STUBBS | 5m @95°C | ||||
| HotStarTaq Plus Mastermix | [60s@92°C, 60s@55°C, 90s@72°C]x26 | 3130 instrument | GeneScan 600/1200 LIZ (LIZ) | ||
|
| (Qiagen) | 60s@95°C | 36cm array length | (Applied Biosystems) | |
| 45s@55°C | POP 7 polymer | [20–600/1200bp] | |||
| 5m@72°C | |||||
| BIDET | HotStarTaq | 15m @ 95°C | 3130 instrument | Geneflo 625 (ROX) | |
|
| (Qiagen) | [60s@95°C, 60s@57°C, 60s@72°C)]x35 | 36cm array length | Chimerx | |
| 5m @ 72°C | POP 7 polymer | [50–625bp] | |||
| BIDET | AccuPrime High Fidelity | 5m @95°C | 3130xl instrument | GeneScan 1200 LIZ (LIZ) | |
|
| (Invitrogen) | [60s@95°C, 60s@57°C, 60s@72°C]x35 | 36cm array length | (Applied Biosystems) | |
| 30m@72°C | POP 7 polymer | [20–1200bp] | |||
| BIDET | HotStarTaq Plus Mastermix | 5m @95°C | 3100instrument | MapMarker 1000 (ROX) | |
|
| (Qiagen) | [60s@95°C, 60s@57°C, 60s@72°C]x17 | 36cm array length | (BioVentures) | |
| 30m@72°C | POP 4 polymer | [50–1000bp] | |||
|
| BIDET | HotStarTaqMastermix | 5m @95°C | 3130xl instrument | GeneScan 1200 LIZ (LIZ) |
|
| (Qiagen) | [60s@95°C, 60s@57°C, 60s@72°C]x26 | 36cm array length | (Applied Biosystems) | |
|
| 30m@72°C | POP 7 polymer | [20–1200bp] |
1Stubbs et al., 1999 (16)
2Bidet et al., 1999 (17)
Fig 1Process for multi-centre consensus method validation.
STAGE 1: 70 well characterised ribotypes disseminated from Netherlands to each laboratory for ribotyping (data (i) held locally for future comparsion/ribotype assignment, (ii) sent to UK laboratory); STAGE 2: 50 anonymised isolates disseminated from Netherlands to each laboratory for ribotype identification (assignments sent to UK laboratory for analysis); STAGE 3: 60 anonymised data files disseminated from UK to each laboratory for ribotype identification (assignments sent to UK for analysis).
Fig 2PCR-ribotypes with very similar profiles: (a) ribotypes 027 and 081 and (b) ribotypes 015 and 046.
PCR-ribotypes 027 and 081 differ from one another by only a ~20bp difference at position d. Similarly PCR-ribotypes 015 and 046 differ by only a ~20bp difference at position b. Discriminating features between these very similar profiles are indicated (arrows) and associated fragment sizes are highlighted in bold. Relative fragment size was the only parameter used to discriminate between ribotype profiles. Relative peak heights (relative fluorescent units, y-axis) within profiles lacked reproducibility for some ribotypes and therefore this parameter was not used.
PCR-ribotypes associated with minimum and maximum differences in DNA fragment sizes reported across participating centres.
| Fragment | PCR ribotype 084 | PCR ribotype 064 | ||||||
|---|---|---|---|---|---|---|---|---|
| Fragment size range | Sizediff | SD | Fragment size range | Sizediff | SD | |||
| min | max | min | max | |||||
| a | 231.92 | 232.25 |
|
| 231.70 | 232.52 | 0.82 | 0.35 |
| b | 283.70 | 285.35 | 1.65 | 0.71 | 262.60 | 264.02 | 1.42 | 0.59 |
| c | 325.59 | 328.25 | 2.66 | 1.23 | 283.56 | 285.25 | 1.69 | 0.72 |
| d | 364.54 | 368.02 | 3.48 | 1.60 | 322.27 | 326.23 | 3.96 | 1.63 |
| e | 421.86 | 424.45 | 2.59 | 1.06 | 482.02 | 485.29 | 3.27 | 1.45 |
| f | 479.81 | 483.98 | 4.17 | 1.95 | 540.56 | 545.33 | 4.77 | 2.36 |
| g | 482.12 | 485.53 | 3.41 | 1.51 | 542.60 | 547.01 | 4.41 | 2.04 |
| h | 544.91 | 549.53 | 4.62 | 2.18 | ||||
| i | 658.55 | 666.92 |
|
| ||||
minimum and maximum values are in displayed in bold
adesignated fragment in ribotype profile
bminimum and maximum sizes reported for a specific fragment
cdifference between maximum and minimum reported size for a specific fragment
dstandard deviation between reported sizes for a specific fragment
Laboratory performance for PCR-ribotype assignment in validation stages two and three.
| Number of correctly assigned PCR-ribotypes | |||||
|---|---|---|---|---|---|
| Centre A | Centre B | Centre C | Centre D | All Centres | |
|
| 50/50(100.0%) | 49/50(98.0%) | 47/50(94.0%) | 49/50(98.0%) | 195/200(97.5%) |
|
| 60/60(100.0%) | 57/60(95.0%) | 60/60(100.0%) | 60/60(100.0%) | 237/240(98.8%) |
|
|
| ||||
|
| 110/110(100.0%) | 106/110(96.4%) | 107/110(97.3%) | 109/110(99.1%) | 432/440(98.2%) |
|
|
| ||||
*Analysis of discrepancies highlighted an error during database identification at centre B (as opposed to inconsistencies with the prescribed method, or data quality). A second identification attempt using the same profile data increased the number of correctly identified PCR-ribotype profiles in both validation stage 3 and the overall study to 240/240 (100%) and 435/440 (98.9%) respectively.
Analysis of five discrepant results generated in validation stage two (isolate challenge set).
| PCR-ribotype | Testing Centre | Reported result | Comments | |
|---|---|---|---|---|
|
| 029 | B | 064 | probable isolate transcription |
|
| 035 | C | unidentified | probable contamination of sample |
|
| 058 | C | no profile generated | test isolate unlikely to be |
|
| 118 | C | no profile generated | test isolate unlikely to be |
|
| 198 | D | 036 | isolate of incorrect PCR-ribotype circulated in challenge set |
Only 5 identification failures were present in validation stage 2, and were not associated with any particular testing centre or any specific PCR-ribotype. All failures highlighted errors associated with the manipulation of test isolates as opposed to inconsistencies with the prescribed method, or data quality.