| Literature DB >> 31771594 |
Malin Berggrund1, Inger Gustavsson1, Riina Aarnio2, Julia Hedlund-Lindberg1, Karin Sanner2, Ingrid Wikström2, Stefan Enroth1, Matts Olovsson2, Ulf Gyllensten3.
Abstract
OBJECTIVE: This study was performed to evaluate the use of high-risk HPV (hrHPV) viral load in screening tests for cervical cancer to predict persistent infection and presence of cervical intraepithelial neoplasia grade 2 or worse (CIN2+). <br> METHODS: We followed women between 30 and 60 years of age who performed self-sampling of vaginal fluid and subsequently a hrHPV test. Women who were hrHPV positive in their screening test repeated the hrHPV test 3-6 months later and were included in the present study. <br> RESULTS: Our results show that women with a persistent HPV16 infection had higher HPV viral load in their primary screening test than women with transient infections (p = 5.33e-03). This was also true for sum of viral load for all hrHPV types in the primary screening test (p = 3.88e-07). 48% of women with persistent HPV16 infection and CIN2+ had an increase in HPV16 titer in the follow-up test, as compared to only 20% of women with persistent infection but without CIN2+ lesions. For the sum of all hrHPV types, 41% of women with persistent infection and CIN2+ had an increase in titer as compared to 26% of women without CIN2 + . <br> CONCLUSIONS: The results show that hrHPV viral load in the primary screening HPV test is associated with the presence of CIN2+ and could be used in triaging hrHPV positive women for different follow-up strategies or recall times. Serial testing of hrHPV viral load has the potential to distinguish women with CIN2+ lesions from women with persistent infection but without CIN2+ lesions.Entities:
Keywords: CIN2+; Cervical cancer; HPV viral load; Self-sampling; hrHPV
Mesh:
Year: 2019 PMID: 31771594 PMCID: PMC6880361 DOI: 10.1186/s12985-019-1253-2
Source DB: PubMed Journal: Virol J ISSN: 1743-422X Impact factor: 4.099
Type-specific hrHPV infections for the 667 women with two consecutive HPV results in the study. In total, 752 hrHPV infections were identified
| HPV type | I | II | III | Total no of infections |
|---|---|---|---|---|
| 16 | 50 | 64 | 93 | 207 |
| 18/45 | 36 | 31 | 18 | 85 |
| 31 | 37 | 28 | 24 | 89 |
| 33/52/58 | 58 | 38 | 51 | 147 |
| 35 | 16 | 3 | 1 | 20 |
| 39 | 17 | 17 | 7 | 41 |
| 51 | 34 | 25 | 12 | 71 |
| 56 | 28 | 24 | 7 | 59 |
| 59 | 15 | 15 | 3 | 33 |
| Total | 291 | 245 | 216 | 752 |
Fig. 1Combined scatter−/boxplot for log10 transformed HPV titer showing the distribution for transient infections (green), persistent infections without CIN2+ lesions (black) and persistent infection with CIN2+ lesions (red) in primary screening test (t1) and follow-up test (t2). The top and the bottom of the box represents the 25th and 75th percentile and the band inside the box the median value. The whiskers are calculated as 1.5x the interquartile range. A. HPV16 copy number. B. HPV16 titer. C. Total hrHPV viral load copy number. D. Total hrHPV viral load titer
Median for type-specific hrHPV viral load and total hrHPV viral load and two-sided rank-based Spearman test with Bonferroni corrected p-values for the comparisons of hrHPV copy number and hrHPV titer in the primary screening and follow-up test between women with transient and persistent infection, with or without CIN2+ diagnosed during follow-up
| HPV type | 16 | 18/45 | 31 | 33/52/58 | 35 | 39 | 51 | 56 | 59 | Total |
|---|---|---|---|---|---|---|---|---|---|---|
| A. Baseline HPV self-sample test copy number | ||||||||||
| Median | ||||||||||
| Transient | 71.6 | 84.7 | 109.2 | 53.2 | 1071.2 | 43.9 | 184.2 | 166.0 | 845.8 | 126 |
| Persistent | 593.1 | 112.1 | 364.4 | 751.7 | 327.7 | 376.8 | 442.1 | 153.2 | 336.5 | 497 |
| CIN2+ | 866.2 | 92.6 | 438.4 | 688.8 | 13.4 | 140.4 | 9808.2 | 70.1 | 16,561.6 | 575 |
| Bonferroni-corrected p-values | ||||||||||
| Transient vs. Persistent | 1.42E-02 | 1 | 5.89E-02 | 9.72E-07 | 1 | 0.3513 | 1 | 1 | 1 | 1.34E-08 |
| Transient vs. CIN2+ | 5.33E-03 | 1 | 1.42E-01 | 1.82E-04 | 1 | 1 | 1 | 1 | 1 | 3.85E-07 |
| Persistent vs. CIN2+ | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Follow up self-sample | ||||||||||
| Median | ||||||||||
| Persistent | 329.7 | 433.3 | 243.0 | 732.2 | 982.9 | 1289.5 | 1392.7 | 212.0 | 125.0 | 415.9 |
| CIN2+ | 945.7 | 84.4 | 131.7 | 534.7 | 429.9 | 626.2 | 4523.8 | 259.6 | 38,399.8 | 724.7 |
| q-values, Bonferroni-corrected p-values | ||||||||||
| Persistent vs. CIN2+ | 7.11E-01 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| B. Baseline HPV self-sample test titer | ||||||||||
| Median | ||||||||||
| Transient | 0.13 | 0.09 | 0.12 | 0.05 | 1.47 | 0.05 | 0.17 | 0.41 | 1.58 | 0.13 |
| Persistent | 1.07 | 0.21 | 0.60 | 0.93 | 0.71 | 0.42 | 0.53 | 0.54 | 0.33 | 0.66 |
| CIN2+ | 1.10 | 0.07 | 0.43 | 0.79 | 0.01 | 0.13 | 6.39 | 0.05 | 2.64 | 0.68 |
| Bonferroni-corrected p-values | ||||||||||
| Transient vs. Persistent | 2.66E-02 | 1 | 0.23147 | 1.13E-04 | 1 | 1 | 1 | 1 | 1 | 5.82E-07 |
| Transient vs. CIN2+ | 1.17E-02 | 1 | 1 | 4.44E-03 | 1 | 1 | 1 | 1 | 1 | 4.73E-06 |
| Persistent vs. CIN2+ | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Follow-up self-sample | ||||||||||
| Median | ||||||||||
| Persistent | 0.28 | 0.66 | 0.76 | 0.77 | 0.27 | 1.07 | 1.30 | 0.10 | 0.37 | 0.57 |
| CIN2+ | 1.92 | 0.25 | 0.17 | 1.22 | 1.12 | 0.94 | 4.30 | 0.11 | 16.22 | 1.33 |
| Bonferroni-corrected p-values | ||||||||||
| Persistent vs. CIN2+ | 2.29E-03 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.14 |
Odds ratio with 95% confidence interval for HPV16 viral load and total hrHPV viral load for total hrHPV copy number and titer
| Quartile 1 | Quartile 2 | Quartile 3 | Quartile 4 | |
|---|---|---|---|---|
| HPV16 copy number | ||||
| Range | 10.5–54.9 | 56.0–404.2 | 414.0–4772.9 | 4952.2–2.6E+ 6 |
| Median | 23 | 131 | 1546 | 19,915 |
| No of women with transient infection | 20 | 13 | 11 | 6 |
| No of women with persistent infection | 32 | 39 | 41 | 45 |
| Odds ratio, course of infection | NA | 1.9(0.8–4.4) | 2.3 (1.0–5.7) | 4.5 (1.7–13.9) |
| OR, course of infection, | NA | 0.206 | 0.085 | 0.003 |
| No of women with CIN2+ | 14 | 23 | 30 | 26 |
| No of women without CIN2+ | 38 | 29 | 22 | 25 |
| Odds ratio, CIN2+ | NA | 2.1 (0.9⎯5.0) | 3.6 (1.6⎯8.5) | 2.8 (1.2⎯6.5) |
| OR, CIN2+, | NA | 0.101 | 0.003 | 0.016 |
| HPV16 titer | ||||
| Range | 8.8E-04 ⎯ 7.1E-02 | 8.0E-02 ⎯ 0.65 | 0.65 ⎯ 7.26 | 7.31 ⎯ 994.68 |
| Median | 0.03 | 0.22 | 2.29 | 22.22 |
| No of women with transient infection | 22 | 12 | 8 | 8 |
| No of women with persistent infection | 40 | 40 | 44 | 43 |
| Odds ratio, course of infection | NA | 2.4 (1.0–5.8) | 3.9 (1.6–10.7) | 3.9 (1.6–10.4) |
| OR, course of infection, | NA | 0.059 | 0.004 | 0.004 |
| No of women with CIN2+ | 13 | 26 | 28 | 26 |
| No of women without CIN2+ | 39 | 26 | 24 | 25 |
| Odds ratio, CIN2+ | NA | 3.0 (1.30⎯6.98) | 3.4 (1.51⎯8.15) | 3.1 (1.35⎯7.29) |
| OR, CIN2+, | NA | 0.015 | 0.005 | 0.008 |
| Total hrHPV copy numbers | ||||
| Range | 10.2–50.4 | 50.7–281.9 | 286.2–2594.1 | 2619.5–3.9E+ 6 |
| Median | 22.4 | 118.4 | 795.8 | 10,079.6 |
| No of women with transient infection | 82 | 68 | 45 | 33 |
| No of women with persistent infection | 86 | 99 | 122 | 133 |
| Odds ratio, course of infection | NA | 1.4 (0.9–2.1) | 2.6 (1.7–4.1) | 3.9 (2.4–6.4) |
| OR, course of infection, | NA | 0.015 | 4.55E-05 | 2.28E-08 |
| No of women with CIN2+ | 33 | 43 | 53 | 62 |
| No of women without CIN2+ | 134 | 124 | 114 | 104 |
| Odds ratio, CIN2+ | NA | 1.4 (0.8⎯2.4) | 1.9 (1.1⎯3.1) | 2.4 (1.5⎯4.0) |
| OR, CIN2+, | NA | 0.240 | 0.017 | 4.22E-04 |
| Total hrHPV titer | ||||
| Range | 7.7E-04 ⎯ 6.0E-02 | 6.0E-02 ⎯ 0.4 | 0.4 ⎯ 3.9 | 3.9 ⎯ 1243.2 |
| Median | 0.02 | 0.15 | 1.12 | 17.5 |
| No of women with transient infection | 88 | 56 | 40 | 44 |
| No of women with persistent infection | 79 | 111 | 127 | 122 |
| Odds ratio, course of infection | NA | 2.2 (1.4–3.4) | 3.5 (2.2–5.7) | 3.1(1.9–4.9) |
| OR, course of infection, | NA | 5.92E-04 | 9.53E-08 | 1.26E-06 |
| No of women with CIN2+ | 27 | 53 | 60 | 51 |
| No of women without CIN2+ | 140 | 114 | 107 | 115 |
| Odds ratio, CIN2+ | NA | 2.4 (1.4⎯4.1) | 2.9 (1.7⎯4.9) | 2.3 (1.4⎯3.9) |
| OR, CIN2+, | NA | 1.26E-03 | 5.73E-05 | 1.89E-03 |
Fig. 2ROC-curves for women with hrHPV transient infections and women with hrHPV persistent infections with CIN2+ lesions. 50% of the samples were used for 5-fold cross-validation training in general linear modeling, and the models where then applied to the remaining 50% of the samples. 95% confidence intervals for sensitivity and specificity are shown as blue field (sensitivity) and green filed (specificity). Performance of trained model with validation set: A. HPV16 copy number, B. HPV16 titer, C. total hrHPV copy number, D. total hrHPV titer. The AUC with 95% confidence interval is given in each panel. Best point is indicated with black point and point estimates of performance. The best point is defined as the point on the ROC with closest to perfect classification, sensitivity and specificity 1.0