| Literature DB >> 22393393 |
Mee Young Chung1, Yong-Wan Kim, Su Mi Bae, Eun Hye Kwon, Pankaj Kumar Chaturvedi, Gantumur Battogtokh, Woong Shick Ahn.
Abstract
The accurate genotyping of human papillomavirus (HPV) is clinically important because the oncogenic potential of HPV is dependent on specific genotypes. Here, we described the development of a bead-based multiplex HPV genotyping (MPG) method which is able to detect 20 types of HPV (15 high-risk HPV types 16, 18, 31, 33, 35, 39, 45, 51, 52, 53, 56, 58, 59, 66, 68 and 5 low-risk HPV types 6, 11, 40, 55, 70) and evaluated its accuracy with sequencing. A total of 890 clinical samples were studied. Among these samples, 484 were HPV positive and 406 were HPV negative by consensus primer (PGMY09/11) directed PCR. The genotyping of 484 HPV positive samples was carried out by the bead-based MPG method. The accuracy was 93.5% (95% CI, 91.0-96.0), 80.1% (95% CI, 72.3-87.9) for single and multiple infections, respectively, while a complete type mismatch was observed only in one sample. The MPG method indiscriminately detected dysplasia of several cytological grades including 71.8% (95% CI, 61.5-82.3) of ASCUS (atypical squamous cells of undetermined significance) and more specific for high grade lesions. For women with HSIL (high grade squamous intraepithelial lesion) and SCC diagnosis, 32 women showed a PPV (positive predictive value) of 77.3% (95% CI, 64.8-89.8). Among women >40 years of age, 22 women with histological cervical cancer lesions showed a PPV of 88% (95% CI, 75.3-100). Of the highest risk HPV types including HPV-16, 18 and 31 positive women of the same age groups, 34 women with histological cervical cancer lesions showed a PPV of 77.3% (95% CI, 65.0-89.6). Taken together, the bead-based MPG method could successfully detect high-grade lesions and high-risk HPV types with a high degree of accuracy in clinical samples.Entities:
Mesh:
Year: 2012 PMID: 22393393 PMCID: PMC3290557 DOI: 10.1371/journal.pone.0032259
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Overall scheme of multiplex bead-based assay and its representative multiplexing results.
A) Assay workflow of a bead-based multiplex HPV genotyping (MPG) method showing the general steps required to detect 20 types of HPV. B) Standard curves for the multiplexed HPV genotyping assays in a 96-well microplate format results. The detection limits were determined by using HPV plasmids with serial dilution based on the cutoff value of 150 MFI. C) Dot plot obtained from microspheres encoded with intensities of two fluorochromes. The number is for each type of HPV. The white circles represent each bead type's spectral address; a flow cytometer classifies the bead type and amount of PCR product attached to each bead's surface, expressed as MFI. The sample injection volume was 50 ul, and the system was set to count 100 events for each of the color-coded beads. While the Luminex beads fall within their respective regions for detection and counting, the larger particles fall near the bottom of the graph, and do not interfere with Luminex particle detection and counting. Increasing density is indicated by contrasting colors.
Type specificity of the bead-based MPG method.
| 20 HPV type and HeLa cells | GAPDH probe and HPV type-specific probe | ||||||||||||||||||||
| GAPDH | 6 | 11 | 16 | 18 | 31 | 33 | 35 | 39 | 40 | 45 | 51 | 52 | 53 | 55 | 56 | 58 | 59 | 66 | 68 | 70 | |
| HeLa | 96 | 10 | 21 | 12 | 6650 | 15 | 14 | 18.5 | 17 | 88 | 15 | 8 | 20 | 22 | 19 | 10 | 14.5 | 28.5 | 24 | 19 | 22 |
| 6 | 14 | 5194 | 73 | 40 | 36 | 18 | 38 | 93.5 | 73 | 52 | 40 | 16 | 25.5 | 73 | 40.5 | 29 | 47 | 105.5 | 37.5 | 72 | 42.5 |
| 11 | 7 | 9 | 4079 | 24 | 12.5 | 11.5 | 17.5 | 55 | 33 | 35 | 20 | 9 | 12.5 | 37.5 | 30 | 16 | 23 | 48 | 18.5 | 30.5 | 34.5 |
| 16 | 6 | 6.5 | 18 | 4781 | 13 | 12 | 15 | 21.5 | 19 | 19 | 13 | 9 | 12 | 16.5 | 11 | 9 | 14 | 29 | 12 | 20 | 12 |
| 18 | 6 | 9 | 16 | 15.5 | 5751 | 10 | 12 | 30 | 24 | 17 | 11 | 6 | 10.5 | 18 | 11 | 9 | 13 | 31 | 10.5 | 19 | 14 |
| 31 | 7.5 | 10 | 19.5 | 20 | 9.5 | 2623 | 13 | 26 | 22 | 18 | 10 | 8 | 12 | 20 | 11 | 10 | 15 | 35.5 | 14 | 24 | 13 |
| 33 | 5 | 7 | 15 | 21.5 | 15 | 11.5 | 4903 | 28.5 | 21 | 18 | 12.5 | 6.5 | 11.5 | 23.5 | 13 | 9 | 15 | 37 | 14.5 | 20 | 14 |
| 35 | 8 | 11 | 27 | 26.5 | 15 | 15 | 21 | 6456 | 34 | 22.5 | 17 | 8.5 | 13 | 32 | 19 | 13 | 17 | 68 | 24 | 31 | 19 |
| 39 | 10 | 13 | 27 | 30.5 | 12 | 13 | 20 | 44.5 | 2961 | 20 | 21 | 10 | 18 | 37 | 20.5 | 12 | 22.5 | 53 | 21 | 36 | 22.5 |
| 40 | 8 | 8 | 20.5 | 20 | 11.5 | 13 | 17.5 | 34.5 | 28 | 7172 | 18 | 8 | 15.5 | 24 | 19 | 11 | 21 | 45 | 15.5 | 26 | 19 |
| 45 | 6.5 | 6 | 18 | 22 | 11.5 | 9 | 11 | 21 | 23 | 82 | 3598 | 7 | 8 | 14 | 13 | 10 | 9 | 33 | 14 | 17 | 11 |
| 51 | 7 | 8 | 18 | 18 | 13 | 11 | 9 | 27 | 17.5 | 20 | 8 | 6449 | 13 | 19 | 11 | 9 | 12 | 42.5 | 15 | 15 | 14 |
| 52 | 5 | 9 | 14 | 16 | 10 | 10.5 | 9 | 22 | 17 | 91 | 12 | 5 | 1485 | 21 | 10 | 7 | 10 | 32 | 10 | 14.5 | 13 |
| 53 | 5 | 8 | 17 | 21 | 8 | 14 | 11 | 23 | 19 | 85 | 11 | 4 | 13 | 4631 | 10 | 8 | 11.5 | 31 | 12 | 22 | 12 |
| 55 | 7 | 9 | 19 | 21 | 8 | 10 | 14 | 26 | 27 | 18 | 14 | 8 | 12 | 23 | 2536 | 10 | 14 | 41 | 12 | 25 | 15 |
| 56 | 8 | 8 | 13 | 16 | 9 | 9 | 9 | 19 | 16.5 | 14 | 9 | 5 | 10 | 13 | 6 | 4443 | 11 | 26.5 | 12 | 18 | 9 |
| 58 | 3.5 | 9 | 24 | 14 | 11 | 13 | 14 | 34 | 39 | 138 | 15 | 8 | 12 | 27 | 14.5 | 10 | 2535 | 48 | 18.5 | 30 | 15 |
| 59 | 5 | 6 | 12 | 12 | 7 | 10 | 8 | 46 | 14 | 11 | 9.5 | 7 | 12 | 14 | 8 | 8 | 8 | 5457 | 11 | 15.5 | 8 |
| 66 | 9 | 8 | 17 | 15 | 10 | 14 | 15 | 22 | 20 | 19 | 9 | 7 | 11 | 17.5 | 8 | 9 | 16 | 28 | 2007 | 20 | 11 |
| 68 | 3 | 6 | 12 | 12 | 7.5 | 10 | 10 | 18 | 17 | 51 | 9 | 5 | 8 | 15 | 7.5 | 6 | 9 | 24 | 10 | 5771 | 9 |
| 70 | 9 | 16 | 26 | 15 | 14 | 18 | 17 | 39 | 32 | 14 | 17 | 3 | 13 | 26 | 11 | 10 | 12 | 52 | 17.5 | 30 | 5325 |
The accuracy of the bead-based MPG method in single infections.
| HPV genotype | No. of positive sampleswith bead-base MPG | No. of samplesconfirmed by sequencing | Accuracy (%) |
| 6 | 13 | 13 | 100.0 |
| 11 | 4 | 4 | 100.0 |
| 16 | 105 | 103 | 98.1 |
| 18 | 31 | 31 | 100.0 |
| 31 | 15 | 15 | 100.0 |
| 33 | 7 | 6 | 85.7 |
| 35 | 10 | 10 | 100.0 |
| 39 | 16 | 15 | 93.8 |
| 40 | 2 | 2 | 100.0 |
| 45 | 3 | 3 | 100.0 |
| 51 | 19 | 16 | 84.2 |
| 52 | 25 | 23 | 92.0 |
| 53 | 38 | 31 | 81.6 |
| 55 | 4 | 3 | 75.0 |
| 56 | 20 | 20 | 100.0 |
| 58 | 31 | 27 | 87.1 |
| 59 | 4 | 4 | 100.0 |
| 66 | 9 | 9 | 100.0 |
| 68 | 9 | 5 | 55.6 |
| 70 | 18 | 18 | 100.0 |
| Total number | 383 | 358 | 93.5 |
Total women with a positive HPV test and a histological diagnosis.
| Cytology | Total with this diagnosis | HPV positives | Women with CIN2+ among the HPV positives | Women with a histology diagnosis | PPV for CIN2+ (95% CI) |
| Normal | 222 | 94 | 27 | 115 | 23.4 (15.6–31.1) |
| ASCUS | 71 | 51 | 15 | 46 | 32.6 (19.1–46.1) |
| LSIL | 88 | 80 | 16 | 74 | 21.6 (12.2–310) |
| HSIL | 32 | 32 | 20 | 29 | 68.9 (52.1–85.7) |
| SCC | 15 | 14 | 12 | 14 | 85.7 (67.4–100.0) |
| Total | 428 | 271 | 90 | 278 | 32.3 (26.8–37.8) |
ASCUS, atypical squamous cells of undetermined significance.
LSIL, low grade squamous intraepithelial lesion.
HSIL, high grade squamous intraepithelial lesion.
SCC, squamous cell cervical carcinoma.
CIN2+, higher cervical intraepithelial neoplasia.
Total women with a different HPV test and a histological diagnosis.
| High riskHPV type | HPV positives | Women with CIN2+ among the HPV positives | Women with a histology diagnosis | PPV for CIN2+(95% CI) |
| 16 | 105 | 50 | 64 | 78.1 (68.0–88.3) |
| 18 | 31 | 9 | 18 | 50.0 (26.9–73.1) |
| 31 | 15 | 3 | 6 | 50.0 (10.0–90.0) |
| 33 | 7 | 4 | 5 | 80.0 (44.9–100.0) |
| 35 | 10 | 1 | 2 | 50.0 (0.0–100.0) |
| 39 | 16 | 0 | 9 | 0 |
| 45 | 3 | 0 | 0 | - |
| 51 | 19 | 1 | 7 | 14.3 (0.0–40.2) |
| 52 | 25 | 2 | 13 | 15.4 (0.0–35.0) |
| 53 | 38 | 1 | 15 | 6.7 (0.0–19.3) |
| 56 | 20 | 0 | 8 | 0 |
| 58 | 31 | 5 | 11 | 45.5 (16.0–74.9) |
| 59 | 4 | 0 | 2 | 0 |
| 66 | 9 | 1 | 6 | 16.7 (0.0–46.5) |
| 68 | 9 | 1 | 4 | 25.0 (0.0–67.4) |
| total | 342 | 78 | 170 | 45.9 (38.4–53.4) |
Women >40 years of age with a different HPV test and a histological diagnosis.
| High riskHPV type | HPV positives | Women with CIN2+ among the HPV positives | Women with a histology diagnosis | PPV for CIN2+(95% CI) |
| 16 | 36 | 25 | 31 | 80.6 (66.7–94.6) |
| 18 | 13 | 6 | 10 | 60.0 (29.6–90.4) |
| 31 | 4 | 3 | 3 | 100 |
| 33 | 4 | 2 | 3 | 66.7 (13.3–100) |
| 35 | 4 | 1 | 2 | 50.0 (0.0–100) |
| 39 | 3 | 0 | 2 | 0 |
| 45 | 1 | 0 | 0 | - |
| 51 | 8 | 2 | 8 | 25.0 (0.0–55.0) |
| 52 | 6 | 1 | 6 | 16.7 (0.0–46.5) |
| 53 | 13 | 0 | 13 | 0 |
| 56 | 4 | 0 | 4 | 0 |
| 58 | 13 | 5 | 10 | 50.0 (19.0–81.0) |
| 59 | 2 | 0 | 2 | 0 |
| 66 | 5 | 1 | 5 | 20.0 (0.0–55.1) |
| 68 | 4 | 1 | 2 | 50.0 (0.0–100) |
| total | 120 | 47 | 101 | 46.5 (36.8–56.3) |