| Literature DB >> 30268088 |
Camino Trobajo-Sanmartín1, Guillermo Ezpeleta2,3, Célia Pais4, Elena Eraso1, Guillermo Quindós5.
Abstract
BACKGROUND: Analysis of polymorphic microsatellite markers (STR) is a helpful genotyping technique to differentiate Candida parapsilosis sensu stricto isolates. The aim of this study is to develop and perform an initial validation of an alternative protocol for the reliable and accurate microsatellite genotyping of C. parapsilosis sensu stricto isolates using high-throughput multiplex PCR. To achieve this, the results obtained using the new protocol were compared to the ones obtained using a previously described reference method. To that end, diagnostic accuracy, informativeness and discrimination parameters were estimated.Entities:
Keywords: Candida parapsilosis sensu stricto; Genotyping technique; Microsatellites repeats; Multiplex PCR; Reproducibility of results; Specificity
Mesh:
Substances:
Year: 2018 PMID: 30268088 PMCID: PMC6162959 DOI: 10.1186/s12864-018-5065-3
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Fig. 1Summary of the touchdown PCR protocol
Main characteristics, pros and cons between four C. parapsilosis sensu stricto microsatellite genotyping protocols published in the literature compared and the one described in this work (N = 5)
| Characteristic | Sabino et al. [ | Diab-Elschahawi et al. [ | Reiss et al. [ | Vaz et al. [ | Trobajo-Sanmartín et al. (This study) |
|---|---|---|---|---|---|
| PCR scheme used | Singleplexb | Multiplex | Multiplex | Multiplex | Multiplex |
| Redesign of the original primers | NA | Yes | Yes | Yes | No |
| Number of primers pairs used for each PCR reaction | 1 | 3 | 1 | 4 | 4 |
| Total number of PCR reactions needed for a complete STR analysis | 3 | 2 | 5 | 1 | 1 |
| Number of dyes used in each genotyping reaction | 3 | 3 | 1 | 3 | 4 |
| Evaluation of the sensitivity and specificitya | NA | No | No | No | Yes |
| Evaluation of the microsatellite informativeness parameters | Yes | Unknownc | Unknownc | Unknownb | Yes |
| Total time elapsed to obtained results (in minutes) | 138 | 79 | 197 | 138 | 79 |
| Approximate costd estimated of the primer pairs used in each protocol (in euros) | 5,60 | 15,72 | 7,00 | 9,26 | 12,76 |
| Approximate total costd estimated for the complete STR analysis of one sample (in euros) | 15,58 | 22,53 | 20,77 | 14,00 | 17,45 |
NA Not applicable
aTaking the original protocol published by Sabino and coworkers as the gold standard
bOne of the four reactions could be multiplexed using three different dyes
cProbably the authors did the evaluation of the microsatellite informativeness parameters, but there is no clear reference to that subject in their manuscript
dPrices are referred to Spain. We included the DNA extraction, AmpliTaq Gold® PCR kit with magnesium chloride and PCR buffer, PCR plate (96-well) and primer prices to estimate the total cost per sample analyzed using each protocol
Sensitivity, specificity and predictive values of the multiplex protocol using different polymerases (N = 47)
| Polymerase | FP | FN | TP | TN | Sensitivity (CI 95%) | Specificity (CI 95%) | PPV (CI 95%) | NPV (CI 95%) |
|---|---|---|---|---|---|---|---|---|
| TaKaRa® Ex Taq Hot Start Version | 12 | 0 | 35 | 0 | 100% | 0% | 74.47% | NA |
| (90.1%. 100%) | (0.0%. 26.5%) | (59.7%. 86.1%) | (NA) | |||||
| KAPA 2G Fast Multiplex PCR kit | 12 | 0 | 35 | 0 | 100% | 0% | 74.47% | NA |
| (90.1%. 100%) | (0.0%. 26.5%) | (59.7%. 86.1%) | (NA) | |||||
| AmpliTaq® Gold DNA Polymerase | 0 | 0 | 35 | 12 | 100% | 100% | 100% | 100% |
| (90.1%. 100%) | (73.5%. 100%) | (90.1%. 100%) | (73.5%. 100%) |
FP False positive results, FN False negative results, TP True positive results, TN True negative results, PPV Positive predictive value, NPV Negative predictive value, CI 95 95% confidence interval, NA Not available
Microsatellite fragment analysis after different PCR schemes (N = 35)
| Strain | Microsatellite (bp) Sabino’s protocol | Microsatellite (bp) This study | ||||||
|---|---|---|---|---|---|---|---|---|
| CP1 | CP4 | CP6 | B5 | CP1 | CP4 | CP6 | B5 | |
| MYA-4646 | 243/243 | 308/327 | 292/295 | 154/154 | 242/242 | 307/327 | 291/294 | 154/154 |
| ATCC 22019 | 244/250 | 306/306 | 292/292 | 132/132 | 242/247 | 307/307 | 293/293 | 136/136 |
| 429 | 239/242 | 312/358 | 250/250 | 139/139 | 239/242 | 310/358 | 250/250 | 139/139 |
| 431 | 236/242 | 309/309 | 265/282 | 133/138 | 236/242 | 307/307 | 264/281 | 133/139 |
| 476 | 222/242 | 308/370 | 265/265 | 133/133 | 236/242 | 307/307 | 264/264 | 139/139 |
| 477 | 239/242 | 327/327 | 264/264 | 135/135 | 239/242 | 326/326 | 264/264 | 134/134 |
| 480 | 222/242 | 364/370 | 268/271 | 120/135 | 222/242 | 362/370 | 267/270 | 120/134 |
| 482 | 242/271 | 352/370 | 291/294 | 133/137 | 242/270 | 351/370 | 290/293 | 132/136 |
| 486 | 222/242 | 373/373 | 306/306 | 135/135 | 222/242 | 372/372 | 305/305 | 134/134 |
| 489 | 239/239 | 308/308 | 259/259 | 154/154 | 239/239 | 307/307 | 258/258 | 152/152 |
| 491 | 242/271 | 370/370 | 269/291 | 132/132 | 242/271 | 369/369 | 290/290 | 132/132 |
| 499 | 242/242 | 361/364 | 267/270 | 120/135 | 242/242 | 360/363 | 267/270 | 119/134 |
| 504 | 237/243 | 309/309 | 265/283 | 133/139 | 236/242 | 307/307 | 264/282 | 132/138 |
| 509 | 239/242 | 394/397 | 270/302 | 133/145 | 239/242 | 390/390 | 270/302 | 132/144 |
| 512 | 216/222 | 373/373 | 305/308 | 135/135 | 216/222 | 372/372 | 305/308 | 134/134 |
| 514 | 222/242 | 372/372 | 309/309 | 135/135 | 222/242 | 372/372 | 308/308 | 134/134 |
| 517 | 217/223 | 373/373 | 306/309 | 135/135 | 216/222 | 372/372 | 305/308 | 134/134 |
| 521 | 222/242 | 370/370 | 271/320 | 135/135 | 222/242 | 369/369 | 270/319 | 134/134 |
| 522 | 222/242 | 370/370 | 320/320 | 135/135 | 222/242 | 370/370 | 320/320 | 134/134 |
| 534 | 239/242 | 379/379 | 288/294 | 135/135 | 239/242 | 379/379 | 288/294 | 125/134 |
| 536 | 222/242 | 370/385 | 273/320 | 135/135 | 222/242 | 369/384 | 273/320 | 134/134 |
| 542 | 239/242 | 324/343 | 253/253 | 163/163 | 239/242 | 323/343 | 253/253 | 163/163 |
| 543 | 239/239 | 355/355 | 273/273 | 111/111 | 239/239 | 354/354 | 273/273 | 110/110 |
| 547 | 239/242 | 379/379 | 250/317 | 135/135 | 239/242 | 379/379 | 250/250 | 134/134 |
| 565 | 239/242 | 352/352 | 273/308 | 111/111 | 239/242 | 351/351 | 273/308 | 110/110 |
| 568 | 222/242 | 373/373 | 305/308 | 135/135 | 222/242 | 372/372 | 305/308 | 134/134 |
| 569 | 222/242 | 370/370 | 318/321 | 135/135 | 222/242 | 369/369 | 317/320 | 134/134 |
| 588 | 222/242 | 370/370 | 320/320 | 135/135 | 222/242 | 369/369 | 320/320 | 135/135 |
| 591 | 222/242 | 370/370 | 276/320 | 135/135 | 222/242 | 369/369 | 276/319 | 135/135 |
| 592 | 239/242 | 400/420 | 270/302 | 133/145 | 239/242 | 400/420 | 270/302 | 133/145 |
| 593 | 219/259 | 308/308 | 267/288 | 153/155 | 219/259 | 307/307 | 267/287 | 153/156 |
| 595 | 222/242 | 370/370 | 270/320 | 135/135 | 222/242 | 369/369 | 270/320 | 135/135 |
| 596 | 242/242 | 361/364 | 267/270 | 120/135 | 242/242 | 360/363 | 267/270 | 120/135 |
| 599 | 236/242 | 308/308 | 264/264 | 139/139 | 236/242 | 307/307 | 264/264 | 139/139 |
| 600 | 242/242 | 361/364 | 267/270 | 120/135 | 242/242 | 360/363 | 267/270 | 120/135 |
Fig. 2Example of the electropherograms obtained after genotyping the one of the clinical isolates Candida parapsilosis sensu stricto (clinical isolate 593) using the original simplex protocol described by Sabino and coworkers (a, c, e, and g) and the multiplex one used in this study (b, d, f, and h)
Fig. 3An unweighted pair group method dendrogram based on the microsatellite genotypes identified from the clinical isolates Candida parapsilosis sensu stricto (N = 33) analyzed in this study
Discrimination and information parameters for each microsatellite markers. The Simpson index and the observed heterozygosis obtained in the original procedure by Sabino et al. [5] are also included
| Parameters | CP1 | CP4 | CP6 | B5 | Multiplex | Study |
|---|---|---|---|---|---|---|
| Polymorphic information content (PIC) | 0.692 | 0.870 | 0.942 | 0.802 | 0.957 | This study (2016) |
| Simpson Index | 0.724 | 0.879 | 0.944 | 0.816 | 0.959 | |
| Observed heterozygosis | 0.723 | 0.273 | 0.606 | 0.333 | 0.958 | |
| Unbiased estimation of heterozygosis | 0.724 | 0.880 | 0.945 | 0.816 | 0.960 | |
| Entropy (in bits) | 2.450 | 3.647 | 4.430 | 3.179 | 4.688 | |
| Simpson Index | 0.850 | 0.890 | 0.960 | 0.860 | 0.990 | Sabino et al. (2010) [ |
| Observed heterozygosis | 0.733 | 0.214 | 0.523 | 0.300 | – |
Direct concordance and Kappa indices of the multiplex PCR touchdown protocol
| Multiplex PCR approach genotyping technique (this study) | Original genotyping technique [ | ||||||
| Clade A1 | Clade A2 | Clade B1 | Clade B2 | Clade C1 | Clade C2 | Total | |
| Clade A1 | 3 | 0 | 0 | 0 | 0 | 0 | 3 |
| Clade A2 | 1 | 5 | 0 | 0 | 0 | 0 | 6 |
| Clade B1 | 0 | 0 | 8 | 0 | 0 | 0 | 8 |
| Clade B2 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| Clade C1 | 0 | 0 | 0 | 0 | 12 | 0 | 12 |
| Clade C2 | 0 | 0 | 0 | 0 | 0 | 3 | 3 |
| Total | 4 | 5 | 8 | 0 | 12 | 4 | 33 |
| Agreement | Expected agreement | Kappa index | Std. Error of Kappa index | Z | |||
| 0.939 | 0.240 | 0.920 | 0.0917 | 10.04 | < 0.001 | ||