Skip to main content
BMC Clinical Pathology logoLink to BMC Clinical Pathology
. 2017 Aug 29;17:18. doi: 10.1186/s12907-017-0058-8

Accuracy of cervical cytology: comparison of diagnoses of 100 Pap smears read by four pathologists at three hospitals in Norway

Sveinung Wergeland Sørbye 1,, Pål Suhrke 2, Berit Wallem Revå 2, Jannicke Berland 3, Ramona Johansen Maurseth 4, Khalid Al-Shibli 4
PMCID: PMC5576325  PMID: 28860942

Abstract

Background

Cervical cancer can be prevented by early detection and treatment for precancerous lesions. Since 1995, there has been a national cervical cancer screening program in Norway, where women aged 25–69 years are recommended to take Pap smears every three years. There are 17 cytology laboratories covering a population of 5 million people. The detection rate of cervical abnormalities varies from laboratory to laboratory. We wanted to investigate the accuracy of cytology diagnoses by four different pathologists at three different hospitals in Norway.

Methods

One hundred Pap smears (20 Normal, 20 ASC-US, 20 LSIL, 20 ASC-H and 20 HSIL) screened at UNN in 2015 were evaluated by four pathologists at three hospitals in Norway. All patients were followed up through December 2016. Histologically confirmed high-grade dysplasia (CIN2+) was considered as study endpoint.

Results

The number of Pap smears evaluated as abnormal (ASC-US+) by the four pathologists varied from 61 to 85. The number of high-grade cytology (ASC-H+) varied from 26 to 50. There was moderate agreement (weighted kappa 0.45–0.58) between the observers. There were 32 women with high-grade histology (CIN2+) in the follow-up, including 19 CIN2, 12 CIN3 and one squamous cell carcinoma (SCC). Using high-grade cytology (ASC-H+) as cut-off, the sensitivity for CIN2+ varied from 68.8% to 93.8% (mean 77.4%) and specificity from 70.6% to 95.6% (mean 81.3%). The pathologist with the highest sensitivity for CIN2+ had the highest false positive rate and the lowest specificity (p<0.05). The accuracy for CIN2+ varied from 74.1% to 83.8% (mean 79.4%). The Pap smear from the woman with cervical cancer was diagnosed as high-grade (ASC-H+) by one of the four pathologists.

Conclusions

Cervical cancer screening based on cytology has limited accuracy. The study revealed a moderate agreement between the observers, along with a trade-off between sensitivity and specificity. This might indicate that hospitals with high detection rates of cervical cytology have higher sensitivity for CIN2+ but lower specificity.

Electronic supplementary material

The online version of this article (10.1186/s12907-017-0058-8) contains supplementary material, which is available to authorized users.

Background

Cervical cancer is caused by human papillomavirus (HPV) and develops over many years through a series of precancerous steps [1, 2]. The disease can be prevented by using the HPV vaccine or by screening with HPV test or Pap smears [3, 4]. Since 2009, there has been a HPV vaccination program for 12-year-old girls in Norway. The program’s coverage is around 80% [5]. Since November 2016, there has been an ongoing two-year catch-up vaccination program for 20–25 years old women where the expected coverage rate is 40–45% (www.fhi.no). Since 2015, there has been a pilot for HPV testing in primary screening in four counties [6]. In this pilot, women 34 years and older are randomized to Pap smear every three years or HPV test every five years [6]. However, in most parts of Norway, the cervical screening program is still based on cervical cytology [5].

Since 1995, there has been a national cervical cancer screening program in Norway, where women aged 25–69 years are recommended to take Pap smears every three years [5]. Women with high-grade cytology (ASC-H / HSIL) are referred to a gynecologist for colposcopy and biopsy. HPV test is used in triage of women with low-grade cytology (ASC-US / LSIL). The cervical screening program has a coverage of 60% after 3.5 years. The Norwegian Cancer Registry sends a reminder to women without a Pap smear after three years and a new reminder after four years. The coverage is 80% after 5 years [5]. Most Pap smears are taken by GPs, while some samples are taken by gynecologists. There are 17 different laboratories involved in the screening program, and most of these use liquid-based cytology (ThinPrep or SurePath).

It is well known that cervical cytology has limited sensitivity and reproducibility [712]. Diagnoses may vary from cytotechnician to cytotechnician, from pathologist to pathologist and from lab to lab [9, 11, 12]. All cervical cytology diagnoses, results of HPV tests and biopsies from all laboratories in Norway are reported to the Norwegian Cancer Registry, which drafts annual reports with feedback to each laboratory, including the distribution of their diagnoses compared with the national average [5] (Table 1).

Table 1.

Distribution (%) of selected cytological diagnoses in different labs in Norway in 2015

Lab Normal ASC-US LSIL ASC-H HSIL
OUS 86.9 5.0 0.9 1.0 1.1
Lab for pat/Furst 92.62 3.03 0.7 0.5 0.63
HUS1 83.6 5.0 2.4 0.8 1.42
St.Olav1 84.0 8.02 1.1 1.82 1.1
Molde 86.6 2.9 1.0 0.4 1.1
Gyn lab/unilabs 89.9 4.9 0.8 0.7 0.63
Østfold 87.0 4.6 0.9 0.9 0.8
UNN 79.23 4.8 4.62 1.42 1.1
Telemark 88.7 3.2 2.3 0.3 1.0
Innlandet,Lillehammer 93.02 3.4 0.9 0.6 0.6
Vestre Viken 91.1 3.6 1.8 0.6 0.9
Ålesund 91.42 5.1 1.4 0.5 0.63
Nordland 86.4 3.6 1.9 1.1 0.8
SUS1 84.6 4.9 2.5 0.6 1.32
Sørlandet 89.1 3.0 1.1 0.7 0.8
AHUS 93.42 2.5 1.5 0.8 1.0
Vestfold 83.0 8.52 2.1 2.02 0.9
Total 88.1 4.3 1.6 0.9 0.9

Adapted from the Norwegian Cancer Screening Programme – annual report 2015 [5]

1Laboratories included in HPV primary screening pilot where women 34 years and older are randomized to Pap smear every three years or HPV test every five years

2Significantly higher than the average for Norway (p<0.05)

3Significantly lower than the average for Norway (p<0.05)

There is a high variability in detection rates across hospitals. This may be due to higher sensitivity, lower specificity, differences in HPV prevalence, cervical dysplasia and cancer in some parts of the country compared to other parts of the country, or a combination of these causes. We wanted to investigate the accuracy of cytology diagnoses by four different pathologists at three different hospitals in Norway.

Methods

One hundred cervical cytological samples screened at UNN in 2015 with the diagnoses normal, ASC-US, LSIL, ASC-H and HSIL were sent to the Departments of Pathology in Bergen (HUS), Bodø (Nordland), Fredrikstad (Østfold), Stavanger (SUS) and Tønsberg (Vestfold). The pathologist at the Department of Pathology in Bergen did not have time to participate in the study, and he forwarded the slides to Stavanger without looking at them. Two cytotechnologist at the Department of Pathology in Fredrikstad diagnosed the slides, but they were trained to screen SurePath samples. Their results were therefore excluded from this study based on ThinPrep samples.

All slides were first screened by a cytotechnologist at UNN and then evaluated by a pathologist at UNN (P1, reference). The abnormal cells were marked on the slides before being dispatched for the study. The slides were not screened at the other hospitals. The four other pathologists (P2–P5) at other hospitals were to only evaluate the abnormal cells marked on the slides. The other pathologists were blinded for age, previous findings, clinical information and HPV result. Diagnoses from each of the four pathologists were compared with diagnoses from the three other pathologists. Women with abnormal findings at UNN were followed up according to national guidelines. In Norway, the Bethesda System for Reporting Cervical Cytology is used by all laboratories. All patients were followed up through December 2016. Histologically confirmed high-grade dysplasia (CIN2+) was considered as study endpoint (gold standard). When calculating the sensitivity and specificity, women with normal Pap smears, and women with low-grade cytology (ASC-US / LSIL) and negative HPV test without histology, were considered free of high-grade dysplasia (CIN1-).

All analyses were done in IBM SPSS Statistics, version 23, with Chi-square test for categorical variables and t-test for continuous variables. For accuracy of cytological diagnoses between different observers, we used weighted kappa with linear weights.

Results

Of the 100 cervical cytology samples, 20 were diagnosed Normal, 20 ASC-US, 20 LSIL, 20 ASC-H and 20 HSIL at UNN. There were 32 women with high-grade histology (CIN2+) in the follow-up, including 19 CIN2, 12 CIN3 and one squamous cell carcinoma (SCC). There were no CIN2+ in women with Normal diagnosis, one CIN2+ in women with ASC-US diagnoses, three women with CIN2+ in the LSIL group, 10 CIN2+ in the ASC-H group and 18 CIN2+ in the HSIL group (Table 2). Using high-grade cytology (ASC-H+) as cut-off, the sensitivity for CIN2+ at UNN was 87.5% (28/32).

Table 2.

Cytology diagnoses at UNN with HPV tests and biopsies

Diagnoses Samples HPV test HPV pos HPV pos (%) Biopsy CIN2+ PPV (%)
Normal 20 1 0 0.0 0 0 0.0
ASC-US 20 19 8 42.1 6 1 5.0
LSIL 20 19 15 78.9 17 3 15.0
ASC-H 20 17 16 94.1 20 10 50.0
HSIL 20 14 13 92.9 20 18 90.0
Total 100 70 52 74.3 63 32 32.0

ASC-US atypical squamous cells of undetermined significance, LSIL low-grade squamous intraepithelial lesion, ASC-H atypical squamous cells cannot exclude HSIL, HSIL high-grade squamous intraepithelial lesion, CIN2+ = CIN2, CIN3 and cancer, PPV positive predictive value

The number of samples diagnosed as “Normal” varied from 15 to 39 by the four pathologists, with a mean of 28.8. One pathologist (P2) had significantly fewer “Normal” cases than the average of the four pathologists (p<0.05) (Table 3). The corresponding variation of ASC-US, LSIL, ASC-H and HSIL were 17 to 24 (mean 19.8), 9 to 20 (mean 14.0), 10 to 18 (mean 13.3) and 16 to 32 (mean 24.0), respectively (Table 3), none of which were significant. There was moderate agreement between the observers (weighted kappa 0.45–0.58) (Table 4). The kappa statistics were not statistically different.

Table 3.

Distribution of diagnoses per pathologist

Observer Normal ASC-US LSIL ASC-H HSIL Total
P1 (ref) 20 20 20 20 20 100
P2 151 19 16 18 32 100
P3 23 19 20 14 24 100
P4 39 24 11 10 16 100
P5 38 17 9 11 25 100
Mean (P2–P5) 28.8 19.8 14.0 13.3 24.0 100.0

ASC-US atypical squamous cells of undetermined significance, LSIL low-grade squamous intraepithelial lesion, ASC-H atypical squamous cells cannot exclude HSIL, HSIL high-grade squamous intraepithelial lesion

1Significantly lower than the average for P2–P5 (p<0.05)

Table 4.

Agreement between observers (weighted kappa)

Observer P2 P3 P4 P5
P2 - 0.53 0.48 0.45
P3 0.53 - 0.50 0.49
P4 0.48 0.50 - 0.58
P5 0.45 0.49 0.58 -

< 0.00 = No agreement

0.00–0.20 = Slight agreement

0.21–0.40 = Fair agreement

0.41–0.60 = Moderate agreement

0.61–0.80 = Substantial agreement

0.81–1.00 = Almost perfect agreement

The agreement of the different diagnoses was higher for “Normal” and “HSIL” samples than the other diagnoses (ASC-US, LSIL and ASC-H) (Additional file 1: Tables S1–S5). The number for high-grade cytology (ASC-H+) varied from 26 (P4) to 50 (P2). Of 61 women with at least one high-grade cytology, 17 samples (27.9%) were considered high-grade by all four observers (Additional file 1: Figure S1). The number of true positive (CIN2+) using ASC-H+ as a cut-off varied from 22 to 30 (mean 24.8) (Additional file 1: Figure S2 and Table 5). The corresponding sensitivity for CIN2+ varied from 68.8% to 93.8% (mean 77.4%). One pathologist (P2) had significantly higher sensitivity than the average of the four pathologists (p<0.05) (Table 5). Of 32 women with CIN2+, 15 samples (46.9%) were considered high-grade by all four observers (Additional file 1: Figure S2). One woman with CIN2 was not considered to have high-grade cytology by any of the four observers (patient 57, Additional file 1: Table S3). The number of true negative (CIN1-) using LSIL- as a cut-off varied from 48 to 65 (mean 55.3). The corresponding specificity ranged from 70.6% to 95.6% (mean 81.3%) (Table 5). One pathologist (P2) had significantly lower specificity and one pathologist (P4) had significantly higher specificity than the average of the four pathologists (p<0.05) (see Table 5). The pathologist (P2) with the highest sensitivity for CIN2+ had the highest false positive rate and the lowest specificity (Table 5). The accuracy for CIN2+ varied from 74.1% to 83.8% (mean 79.4%). There were no statistically significant differences in accuracy (Table 5). The Pap smear from the woman with cervical cancer (SCC) was diagnosed as high-grade (ASC-H+) by one of the four pathologists (P2), while three pathologists diagnosed her as ASC-US (Additional file 1: Table S5). The woman had a positive HPV test for HPV type 16 (data not shown).

Table 5.

True positive, true negative, sensitivity and specificity for CIN2+ per pathologists using ASC-H+ as cut-off

Observer TP TN FP FN SE (%) SP (%) AU (%) PPV (%) NPV (%)
P1 (ref) 28 56 12 4 87.5 82.4 85.0 70.0 93.3
P2 30 48 20 2 93.81 70.62 82.2 60.0 96.01
P3 24 54 14 8 75.0 79.4 77.2 63.2 87.1
P4 23 65 3 9 71.9 95.61 83.8 88.51 87.8
P5 22 54 14 10 68.8 79.4 74.1 61.1 84.4
Mean (P2–P5) 24.8 55.3 12.8 7.3 77.4 81.3 79.4 68.2 88.8

TP true positive, TN true negative, FP false positive, FN false negative, SE sensitivity, SP specificity, AU = AUROC = accuracy = (SE+SP)/2, PPV positive predictive value, NPV negative predictive value, ASC-H+ = ASC-H and HSIL, CIN2+ = CIN2, CIN3 and cancer

1Significantly higher than the average for P2–P5 (p<0.05)

2Significantly lower than the average for P2–P5 (p<0.05)

Discussion

The study’s purpose was to investigate the accuracy of cytology diagnoses by four different pathologists at three hospitals using 100 Pap smears with different cytological diagnoses screened at UNN. The agreement of the cytological diagnoses between the four pathologists in this study was “moderate.” A moderate agreement is better than “fair,” but worse than “substantial.” The kappa statistics were not statistically different.

In Norway there are 17 cytology laboratories covering a population of 5 million people [5]. All the laboratories receive most of their samples from general practitioners in primary screening. The population in Norway is quite homogenous, where Norwegian women in the different parts of Norway are mostly the same. The differences between the various laboratories are probably caused by different interpretation of the Bethesda criteria. Two pathologists (P4 and P5) were from the same laboratory but still used very different diagnoses for the same patients.

In the ATHENA study, the sensitivity of cytology varied from 42.0% to 73.0% [12]. In our study, the sensitivity for CIN2+ varied from 68.8% to 93.8%, but all the smears were first screened at the same hospital, and abnormal cells were marked on the slide. It is easy to find abnormal cells on a slide full of marks. In a population with a given prevalence of CIN2+, the sensitivity of cytology is dependent on the detection rate. In the ATHENA study, the positivity rate of cytology in primary screening varied from 3.8% to 9.9% while the detection rate of HPV DNA test (Cobas 4800) varied from 10.9% to 13.4% [12]. In our study, the detection rate of high-grade cytology (ASC-H / HSIL) varied from 26.0% to 50.0%, while the detection rate of HPV DNA test (Cobas 4800) was 74.3% (52/70).

In our study, the accuracy varied from 74.1% to 83.8% (mean 79.4%). In five published studies the accuracy varied from 64.2% to 78.4% (mean 76.1%) (Table 6). There was less variation between the four pathologists in our study than between the five published studies. The mean accuracy of the four pathologists in our study was significantly higher than the mean of the five published studies (79.4% vs 76.1%, p<0.05).

Table 6.

True positive, true negative, sensitivity and specificity for CIN2+ in different studies using ASC-US+ as cut-off

Study TP TN FP FN SE (%) SP (%) AU (%) PPV (%) NPV (%)
Katki 2011 [10] 1 226 318 093 11 415 1 084 53.12 96.51 78.41 9.72 99.71
Dillner 2008 [15] 242 22 883 1 031 139 63.51 95.72 79.61 19.01 99.42
Castle 2012 [16] 136 18 190 926 260 34.32 95.22 64.72 12.81 98.61
Szarewski 2008 [17] 256 236 444 17 93.81 34.72 64.22 36.61 93.32
Sørbye 2011 [18] 48 92 77 8 85.71 54.42 70.12 38.41 92.02
Total 1 908 359 494 13 893 1 508 55.9 96.3 76.1 12.1 99.6

TP true positive, TN true negative, FP false positive, FN false negative, SE sensitivity, SP specificity, AU = AUROC = accuracy = (SE+SP)/2, PPV positive predictive value, NPV negative predictive value, ASC-US+ = ASC-US, LSIL, ASC-H and HSIL, CIN2+ = CIN2, CIN3 and cancer

1Significantly higher than the average (p<0.05)

2Significantly lower than the average (p<0.05)

There is a trade-off between sensitivity and specificity in cervical cancer screening. In our study the pathologist with the significantly highest sensitivity for CIN2+ had the significantly lowest specificity. In general, laboratories with a high detection rate of cytology also have higher sensitivity for CIN2+. If the sensitivity is higher, the hospital detects more women with CIN2/3 that can be treated, and fewer women develop cervical cancer before the next screening round. When women with low-grade cytology (ASC-US / LSIL) are triaged with HPV test, a high detection rate of low-grade cytology should not be considered as a major problem. A false positive ASC-US will have a negative HPV test and does not need follow-up. A false negative “Normal” cytology has no indication for HPV testing, according to Norwegian guidelines (www.kreftregisteret.no).

Cytology is subjective with poorly reproducible criteria. HPV testing is more objective with strictly defined criteria. Co-testing with both cytology and HPV test may reduce the risk of false negative cytology when the pathologists take the HPV result in consideration when evaluating the cytological slide. In our study, only the observer at UNN (P1, reference) knew the HPV result. All other observers were blinded for clinical information and HPV result, which might explain the lower sensitivity for CIN2+ for some of the other pathologist. Originally, in the ATHENA study, cytology was reviewed blinded to HPV status. When the same slides were re-reviewed unblinded to HPV status, the sensitivity for CIN3+ of co-testing increased from 54.1% to 62.4% (P = 0.0015) [13]. In our study, the mean sensitivity for CIN2+ for the four external pathologists was 77.4% based on slides screened at the same hospital.

The present study also has other weaknesses. For P1 the diagnoses were set in normal routine work, while the cases for the other four pathologists had to be diagnosed in addition to normal workload. This might affect the interpretation. In addition, only P1 at UNN had access to the initial diagnoses suggested by the cytotechnician. In daily practice the pathologist usually compares his or her initial impression with the diagnosis suggested by the cytotechnician. If there is discrepancy, the slide is reviewed. This might explain the lower sensitivity of some of the other pathologist. In normal routine work, difficult cases will be discussed with other pathologists. In this study, the pathologists reviewed all the slides alone.

Out of the 100 women in this study, there was one woman with cervical cancer. Three of the four pathologists diagnosed her cytology as ASC-US. According to Norwegian guidelines, women with ASC-US and a positive HPV result should be followed up with a new cytology and HPV test after 6–12 months. Only women with persistent HPV infection should be referred to a gynecologist for colposcopy and biopsy (www.kreftregisteret.no). This may delay diagnosis, treatment and worsen her prognosis.

There were statistically significant differences in sensitivity and specificity (p<0.05) for CIN2+ between the observations, but not in accuracy. In a low resource setting, specificity is important to reduce colposcopy workload. In a high resource setting like Norway, sensitivity is more important to reduce the number of cervical cancer. Specificity of cytology can be improved by HPV test in a triage of ASC-US / LSIL. The costs of a high number of HPV tests are of minor importance in a high resource setting. In the USA, co-testing (cytology and HPV test) every five years is recommended for women 30–60 years of age [10, 14].

Conclusions

Cervical cancer screening based on cytology has limited accuracy. The study revealed a moderate agreement between the observers, along with a trade-off between sensitivity and specificity. This might indicate that hospitals with high detection rate of cervical cytology have higher sensitivity for CIN2+, but lower specificity.

Acknowledgements

This study was initiated by Gry Andersen, Director, Division of Diagnostic Services, University Hospital of North Norway. We want to thank Lars Uhlin-Hansen and Liv Hansen, at the Department of Clinical Pathology at University Hospital of North Norway, who were involved with the study’s design. We are grateful Teresa Grid, Renate Veronica Hansen and the other pathologists, cytotechnicians and staff members at the departments of pathology in Bodø, Fredrikstad, Stavanger, Tromsø and Tønsberg who made this study possible. We also want to thank Frode Skjold for his assistance with the statistics.

Funding

Not applicable.

Availability of data and materials

All data generated or analyzed during this study are included in this published article and supplementary tables.

Abbreviations

ASC-H

Atypical squamous cells – cannot exclude HSIL

ASC-US

Atypical squamous cells of undetermined significance

CIN

Cervical intraepithelial neoplasia, also known as cervical dysplasia

CIN1, CIN2, CIN3

Cervical intraepithelial neoplasia grade 1, 2 or 3, also known as low-grade, moderate or severe cervical dysplasia

CIN2+, CIN2, CIN3

Adenocarcinoma in situ (ACIS) or cervical cancer

DNA

Deoxyribonucleic acid

HPV DNA test

Cobas 4800 detects DNA from 14 high-risk HPV types (16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, 59, 66 and 68) at clinically relevant infection levels

HPV

Human papillomavirus

HSIL

High-grade squamous intraepithelial lesion

LBC

Liquid-based cytology

LSIL

Low-grade squamous intraepithelial lesion

NPV

Negative predictive value

Pap smear

the Papanicolaou test, also known as Pap test, cervical smear or cervical cytology

PPV

Positive predictive value

RNA

Ribonucleic acid

WHO

The World Health Organization.

Additional file

Additional file 1: Table S1. (100.2KB, pdf)

Diagnoses per pathologist (P2–P5) in samples with Normal cytology at UNN. Table S2. Diagnoses per pathologist (P2–P5) in samples with ASC-US cytology at UNN. Table S3. Diagnoses per pathologist (P2–P5) in samples with LSIL cytology at UNN. Table S4. Diagnoses per pathologist (P2–P5) in samples with ASC-H cytology at UNN. Table S5. Diagnoses per pathologist in samples with HSIL cytology at UNN. Figure S1. Distribution of high-grade cytology (ASC-H+) diagnoses by observer (P2–P5) in women with at least one high-grade cytology (N=61). Figure S2. Distribution of high-grade cytology (ASC-H+) diagnoses by observer (P2–P5) in women with histological CIN2+ in follow-up (N=32). (PDF 100 kb)

Authors’ contributions

SWS participated in the study’s design. TS, RJM and JB screened all PAP smears. SWS performed the statistical analysis. SWS, PS and KAS drafted the manuscript. All authors read and approved the final manuscript.

Authors’ information

Not applicable.

Ethics approval and consent to participate

The Regional Committee for Medical and Health Research Ethics, North Norway, has approved the protocol as a quality assurance study in laboratory work fulfilling the requirements for data protection procedures within the department (REK Nord 2014/787). Norwegian regulations exempt quality assurance studies from written informed consent from the patients (https://lovdata.no/dokument/SF/forskrift/2000-12-15-1265).

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Footnotes

Electronic supplementary material

The online version of this article (10.1186/s12907-017-0058-8) contains supplementary material, which is available to authorized users.

Contributor Information

Sveinung Wergeland Sørbye, Phone: +47 77 62 72 23, Phone: +47 41 14 08 81, Email: sveinung.sorbye@unn.no.

Pål Suhrke, Email: Pal.Suhrke@siv.no.

Berit Wallem Revå, Email: Berit.Revaa@siv.no.

Jannicke Berland, Email: Jannicke.Berland@sus.no.

Ramona Johansen Maurseth, Email: Ramona.Maurseth@nordlandssykehuset.no.

Khalid Al-Shibli, Email: khalidshibli@gmail.com.

References

  • 1.Munoz N, Bosch FX, de SS, Herrero R, Castellsague X, Shah KV, et al. Epidemiologic classification of human papillomavirus types associated with cervical cancer. N Engl J Med. 2003;348:518–527. doi: 10.1056/NEJMoa021641. [DOI] [PubMed] [Google Scholar]
  • 2.Walboomers JM, Jacobs MV, Manos MM, Bosch FX, Kummer JA, Shah KV, et al. Human papillomavirus is a necessary cause of invasive cervical cancer worldwide. J Pathol. 1999;189:12–19. doi: 10.1002/(SICI)1096-9896(199909)189:1&#x0003c;12::AID-PATH431&#x0003e;3.0.CO;2-F. [DOI] [PubMed] [Google Scholar]
  • 3.de Blasio BF, Neilson AR, Klemp M, Skjeldestad FE. Modeling the impact of screening policy and screening compliance on incidence and mortality of cervical cancer in the post-HPV vaccination era. J Public Health (Oxf) 2012;34:539–547. doi: 10.1093/pubmed/fds040. [DOI] [PubMed] [Google Scholar]
  • 4.Saslow D, Solomon D, Lawson HW, Killackey M, Kulasingam SL, Cain J, et al. American Cancer Society, American Society for Colposcopy and Cervical Pathology, and American Society for Clinical Pathology screening guidelines for the prevention and early detection of cervical cancer. Am J Clin Pathol. 2012;137:516–542. doi: 10.1309/AJCPTGD94EVRSJCG. [DOI] [PubMed] [Google Scholar]
  • 5.Skare GB, Lonnberg S, Bjorge T, Trope A: The Norwegian cervical cancer screening programme. Annual report 2015. The Cancer Registry of Norway 2016.
  • 6.Andreassen T, Vogt C. Screening for cervical cancer--future perspectives. Tidsskr Nor Laegeforen. 2014;134:1122–1123. doi: 10.4045/tidsskr.14.0240. [DOI] [PubMed] [Google Scholar]
  • 7.Arbyn M, Buntinx F, Van Ranst M, Paraskevaidis E, Martin-Hirsch P, Dillner J. Virologic versus cytologic triage of women with equivocal Pap smears: a meta-analysis of the accuracy to detect high-grade intraepithelial neoplasia. J Natl Cancer Inst. 2004;96:280–293. doi: 10.1093/jnci/djh037. [DOI] [PubMed] [Google Scholar]
  • 8.Arbyn M, Roelens J, Simoens C, Buntinx F, Paraskevaidis E, Martin-Hirsch PP et al.: Human papillomavirus testing versus repeat cytology for triage of minor cytological cervical lesions. Cochrane Database Syst Rev 2013, 3: CD008054. [DOI] [PMC free article] [PubMed]
  • 9.Bigras G, Wilson J, Russell L, Johnson G, Morel D, Saddik M. Interobserver concordance in the assessment of features used for the diagnosis of cervical atypical squamous cells and squamous intraepithelial lesions (ASC-US, ASC-H, LSIL and HSIL) Cytopathology. 2013;24:44–51. doi: 10.1111/j.1365-2303.2011.00930.x. [DOI] [PubMed] [Google Scholar]
  • 10.Katki HA, Kinney WK, Fetterman B, Lorey T, Poitras NE, Cheung L, et al. Cervical cancer risk for women undergoing concurrent testing for human papillomavirus and cervical cytology: a population-based study in routine clinical practice. Lancet Oncol. 2011;12:663–672. doi: 10.1016/S1470-2045(11)70145-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Stoler MH, Schiffman M. Interobserver reproducibility of cervical cytologic and histologic interpretations: realistic estimates from the ASCUS-LSIL Triage Study. JAMA. 2001;285:1500–1505. doi: 10.1001/jama.285.11.1500. [DOI] [PubMed] [Google Scholar]
  • 12.Wright TC, Jr, Stoler MH, Behrens CM, Sharma A, Sharma K, Apple R. Interlaboratory variation in the performance of liquid-based cytology: insights from the ATHENA trial. Int J Cancer. 2014;134:1835–1843. doi: 10.1002/ijc.28514. [DOI] [PubMed] [Google Scholar]
  • 13.Wright TC, Jr, Stoler MH, Aslam S, Behrens CM. Knowledge of Patients' Human Papillomavirus Status at the Time of Cytologic Review Significantly Affects the Performance of Cervical Cytology in the ATHENA Study. Am J Clin Pathol. 2016;146:391–398. doi: 10.1093/ajcp/aqw125. [DOI] [PubMed] [Google Scholar]
  • 14.Massad LS, Einstein MH, Huh WK, Katki HA, Kinney WK, Schiffman M, et al. updated consensus guidelines for the management of abnormal cervical cancer screening tests and cancer precursors. Obstet Gynecol. 2012;2013(121):829–846. doi: 10.1097/AOG.0b013e3182883a34. [DOI] [PubMed] [Google Scholar]
  • 15.Dillner J, Rebolj M, Birembaut P, Petry KU, Szarewski A, Munk C, et al. Long term predictive values of cytology and human papillomavirus testing in cervical cancer screening: joint European cohort study. BMJ. 2008;337:a1754. doi: 10.1136/bmj.a1754. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Castle PE, Glass AG, Rush BB, Scott DR, Wentzensen N, Gage JC, et al. Clinical human papillomavirus detection forecasts cervical cancer risk in women over 18 years of follow-up. J Clin Oncol. 2012;30:3044–3050. doi: 10.1200/JCO.2011.38.8389. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Szarewski A, Ambroisine L, Cadman L, Austin J, Ho L, Terry G, et al. Comparison of predictors for high-grade cervical intraepithelial neoplasia in women with abnormal smears. Cancer Epidemiol Biomarkers Prev. 2008;17:3033–3042. doi: 10.1158/1055-9965.EPI-08-0508. [DOI] [PubMed] [Google Scholar]
  • 18.Sorbye SW, Arbyn M, Fismen S, Gutteberg TJ, Mortensen ES. Triage of women with low-grade cervical lesions--HPV mRNA testing versus repeat cytology. PLoS One. 2011;6:e24083. doi: 10.1371/journal.pone.0024083. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All data generated or analyzed during this study are included in this published article and supplementary tables.


Articles from BMC Clinical Pathology are provided here courtesy of BMC

RESOURCES