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Onisko A, Druzdzel MJ, Austin RM. How to interpret the results of medical time series data analysis: Classical statistical approaches versus dynamic Bayesian network modeling. J Pathol Inform 2016; 7:50. [PMID: 28163973 PMCID: PMC5248402 DOI: 10.4103/2153-3539.197191] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 11/17/2016] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Classical statistics is a well-established approach in the analysis of medical data. While the medical community seems to be familiar with the concept of a statistical analysis and its interpretation, the Bayesian approach, argued by many of its proponents to be superior to the classical frequentist approach, is still not well-recognized in the analysis of medical data. AIM The goal of this study is to encourage data analysts to use the Bayesian approach, such as modeling with graphical probabilistic networks, as an insightful alternative to classical statistical analysis of medical data. MATERIALS AND METHODS This paper offers a comparison of two approaches to analysis of medical time series data: (1) classical statistical approach, such as the Kaplan-Meier estimator and the Cox proportional hazards regression model, and (2) dynamic Bayesian network modeling. Our comparison is based on time series cervical cancer screening data collected at Magee-Womens Hospital, University of Pittsburgh Medical Center over 10 years. RESULTS The main outcomes of our comparison are cervical cancer risk assessments produced by the three approaches. However, our analysis discusses also several aspects of the comparison, such as modeling assumptions, model building, dealing with incomplete data, individualized risk assessment, results interpretation, and model validation. CONCLUSION Our study shows that the Bayesian approach is (1) much more flexible in terms of modeling effort, and (2) it offers an individualized risk assessment, which is more cumbersome for classical statistical approaches.
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Zhao C, Karunamurthy A, Jain S, Austin RM. Vaginal Cytology Results in Follow-up of Endometrial Carcinoma After Hysterectomy. Am J Clin Pathol 2016; 146:244-7. [PMID: 27371362 DOI: 10.1093/ajcp/aqw100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES Our study examined accumulated data on vaginal cytology follow-up results of women treated for endometrial carcinoma (EmCa) by hysterectomy in a large academic women's hospital practice. METHODS This study analyzed cases of EmCa treated by hysterectomy from January 2006 to December 2008 with documented follow-up vaginal cytology and/or vaginal biopsy results available prior to September 2013. RESULTS Of 607 patients with EmCa who had documented hysterectomy findings, 420 had either follow-up vaginal biopsy or cytology results during a mean follow-up period of 42.5 months, and 414 (98.6%) had at least one vaginal cytology follow-up result. Of 414 patients followed with vaginal cytology results, 48 (11.6%) had biopsy results while 366 (88.4%) had only vaginal cytology results. Recurrent EmCa in the vagina was documented by biopsy in 11 patients, eight within 2 years of hysterectomy. Cytology findings of neoplastic glandular cells triggered diagnostic vaginal biopsies in two of 11 cases. CONCLUSIONS Vaginal recurrences of EmCa were diagnosed in 11 (2.6%) of 420 patients with documented vaginal follow-up testing. Abnormal vaginal cytology findings directly led to vaginal biopsy diagnoses of EmCa in two of the 11 patients. Vaginal cytology is no longer a recommended routine surveillance option for detection of vaginal cuff recurrence of EmCa.
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Austin RM, Zhao C. HPV test results provide useful risk stratification information in women with ASC-H Pap test findings. Cancer Cytopathol 2016; 124:754. [PMID: 27336411 DOI: 10.1002/cncy.21755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 05/12/2016] [Indexed: 11/11/2022]
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Zeng Z, Austin RM, He X, Chen X, Guo X, Zheng B, Wu S, Yang H, Zhao C. Prevalence of High-Risk Human Papillomavirus Infection in China: Analysis of 671,163 Human Papillomavirus Test Results From China's Largest College of American Pathologists-Certified Laboratory. Am J Clin Pathol 2016; 145:622-5. [PMID: 27124932 DOI: 10.1093/ajcp/aqw010] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES This study on human papillomavirus (HPV) testing in China's largest independent laboratory accredited by the international Laboratory Accreditation Program of the College of American Pathologists extends previous reports on cervical screening test results from this Chinese facility. METHODS A retrospective laboratory database search from 2007 to 2014 documented high-risk HPV test results using either Hybrid Capture 2 (HC2; Qiagen, Hilden, Germany) or multiplex polymerase chain reaction fluorescence testing (MPFT) methods. RESULTS During the study period, HPV testing steadily increased, with 643,702 HC2 and 27,641 MPFT HPV tests performed. The mean ages of the tested women were 35.0 years using HC2 and 38.3 years using MPFT. The HC2 HPV-positive rate was 21.7%, significantly higher than 15.7% with MPFT (P < .0001), with bimodal peak incidence in adolescents and women aged 60 to 69 years. CONCLUSIONS Use of HPV testing in cervical screening is increasing in China. HC2 HPV-positive rates around 20% in all age groups from more than 500,000 tested Chinese women are consistent with previous reports from China and significantly higher than published HC2 HPV-positive rates in populations with more widespread cervical screening. MPFT HPV-positive rates were slightly lower in every age group. The high HPV-positive rate likely reflects limited routine cervical screening and high cervical cancer incidence in China.
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Ocque R, Austin RM. Follow-up of Women With Negative Pap Test Results and Abnormal Clinical Signs or Symptoms. Am J Clin Pathol 2016; 145:560-7. [PMID: 27124948 DOI: 10.1093/ajcp/aqw040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES Abnormal signs or symptoms recorded on Papanicolaou (Pap) test requisitions may reflect disease not detected with Pap testing. Since 2009, these cases have been reviewed in our laboratory by a second cytotechnologist and a cytopathologist. The objective of this study was to document follow-up findings on these patients. METHODS A search for Pap test results of "Negative for intraepithelial lesion or malignancy, abnormal clinical signs or symptoms" was performed for cases from January 1, 2009, to October 10, 2013. Clinical information and follow-up findings were documented. RESULTS 1,104 cases were identified. Signs and symptoms were abnormal bleeding 897 (81%), polyps 83 (8%), pelvic mass 54 (5%), visible cervical lesions 48 (4%), vaginal lesions 17 (2%) and endometrial masses 6 (0.5%). Six hundred sixty-seven (60%) had follow-up results, including 517 with histopathologic diagnoses. Two-hundred thirty-three (45%) had nonspecific benign diagnoses, 216 (42%) had benign tumor-like conditions, 28 (4%) had insufficient specimens, 16 (3%) had precancerous diagnoses and 23 (4%) had malignancies. Endometrial malignancy was identified in 14 (61%), ovarian in 6 (26%), and miscellaneous in 3 (13%). No cervical cancers were identified. CONCLUSIONS We report follow-up findings from patients with abnormal clinical signs or symptoms, negative Pap test results, and follow-up recommendations highlighting reported abnormal signs or symptoms. Abnormal clinical signs and symptoms should routinely be considered in assessment and management of patients with negative cervical screening test results.
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Tao X, Austin RM, Zhang H, Zhang L, Xiao J, Wang L, Zhou X, Zhao C. Pap Test Reporting Rates for Conventional Smear and Liquid-Based Cervical Cytology from the Largest Academic Women's Hospital in China: Analysis of 1,248,785 Pap Test Reports. Acta Cytol 2016; 59:445-51. [PMID: 26789332 DOI: 10.1159/000443679] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Accepted: 12/28/2015] [Indexed: 12/20/2022]
Abstract
OBJECTIVE The Obstetrics and Gynecology Hospital of Fudan University (OGHFU) in Shanghai is the largest academic women's hospital in China. Between 2009 and 2014, the use of liquid-based cytology (LBC) significantly increased while gradually adopting the Bethesda System (TBS), and in 2012 local regulations mandated that pathologists replace technicians to sign out Pap tests. DESIGN A retrospective OGHFU database search documented all Pap test reports between 2009 and 2014 by specimen type, either LBC or conventional Pap smears (CPS), and final reporting category. A total of 1,224,785 Pap reports were analyzed to document variations in Pap test reporting during a period of major change in cervical screening in China. RESULTS LBC gradually replaced CPS, which declined from over 65% of Pap tests in 2010 to 6.4% in 2014. Of 514,811 Pap reports using the traditional class system, class I (negative) reports accounted for 98.3% of results. With the introduction of TBS reporting, pathologist reviews and substantial replacement of CPS by LBC, the laboratory abnormal Pap test rate increased significantly to almost 5%. CONCLUSIONS Changes in cervical cytology reporting between 2009 and 2014 in China's largest academic women's hospital reflected both increased use of LBC and the introduction of pathologist TBS reporting. Abnormality rates increased significantly and fell within CAP benchmark ranges.
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Austin RM, Onisko A. Increased cervical cancer risk associated with extended screening intervals after negative human papillomavirus test results: Bayesian risk estimates using the Pittsburgh Cervical Cancer Screening Model. J Am Soc Cytopathol 2016; 5:9-14. [PMID: 31042540 DOI: 10.1016/j.jasc.2015.05.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Revised: 05/14/2015] [Accepted: 05/14/2015] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Questions have recently been raised about the acceptability of increased cervical cancer risk projected with the new guideline-recommended rescreening interval of 5 years after negative cytology and human papillomavirus (HPV) cotest results. Additional data sources capable of evaluating cervical cancer risk over time are being sought. We employed the continuously updated Bayesian Pittsburgh Cervical Cancer Screening Model (PCCSM) to estimate invasive cancer risks for patients screened at extended screening intervals after negative HPV test results. MATERIALS AND METHODS The analyzed database included cervical screening data collected over 10 years (2005-2014) at Magee Womens Hospital with 976,624 liquid-based cytology (LBC) results, 285,351 companion high-risk US Food and Drug Administration-approved HPV test results from LBC vials, and 112,435 follow-up histopathologic results from surgical procedures with cervical tissue sampling. Histopathologic cervical cancer risk estimates for patients with prior double negative results with cervical LBC and from-the-vial HPV cotesting were computed using the PCCSM for women rescreened at intervals ranging from 1 to 9 years. Similar risks were computed for women with any negative HPV test result, not considering cytology results. RESULTS Histopathologic invasive cervical cancer risk computed following LBC and HPV cotesting double negative results progressively increased with rescreening intervals of 1 to 9 years. Cervical cancer risks computed following any HPV-negative result, not considering cytology results, were consistently even higher at each comparable extended rescreening interval. CONCLUSIONS The PCCSM is a new data source that allows evaluation of cervical cancer risk over time. Cervical cancer risk is minimized with more frequent cytology and HPV cotesting.
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Zheng B, Li Z, Liang X, Austin RM, Chen C, Zhao C. Cervical Cytology Reporting Rates from China's Largest College of American Pathologists-Certified Laboratory with a Focus on Squamous Cell Carcinoma Cytology and Its Histopathological Follow-Up Results. Acta Cytol 2015; 59:399-404. [PMID: 26655168 DOI: 10.1159/000442407] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Accepted: 11/11/2015] [Indexed: 12/16/2022]
Abstract
OBJECTIVE No organized cervical screening programs or national cervical cytology quality control standards currently exist in China. This study reported cervical cytology performance in China's largest independent laboratory with accreditation from the College of American Pathologists. DESIGN Results from over 2 million Papanicolaou (Pap) tests by the KingMed Diagnostics Laboratory were categorized according to The Bethesda System (TBS) from 2007 and 2014. Pap reports and histopathologic follow-up results of squamous cell carcinomas (SCC) were analyzed. RESULTS Data on 676,445 conventional Pap smears (CPS) and 1,696,284 liquid-based cytology (LBC) specimens were available. Abnormality rates reported were significantly higher with LBC than with CPS in all TBS categories (p < 0.001). A total of 800 SCC cytology reports were identified, representing a laboratory SCC reporting rate of 0.0337%. The SCC reporting rate with LBC (0.0457%) was significantly higher than the reporting rate with CPS. Histopathologic invasive cervical carcinoma and cervical intraepithelial neoplasia 2/3 were diagnosed in 80.7 and 17.6% of the 119 patients with SCC Pap cytology. CONCLUSIONS Reporting rates for most TBS categories from this CAP-accredited laboratory in China were within the CAP benchmark ranges except for low atypical glandular cell and unsatisfactory case rates. Histological follow-up results in patients with SCC cytology reports demonstrate very high specificity of SCC Pap cytology.
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Yu MC, Austin RM, Lin J, Beck T, Beriwal S, Comerci JT, Edwards RP, Sukumvanich P, Kelley J, Olawaiye AB. The Role of High-Risk Human Papilloma Virus Testing in the Surveillance of Cervical Cancer After Treatment. Arch Pathol Lab Med 2015; 139:1437-40. [DOI: 10.5858/arpa.2014-0534-oa] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Context
Cervical cancer affects 12 000 women in the United States annually. However, despite its prevalence, there remains no good methodology to detect its recurrence.
Objective
To identify the role of cervicovaginal high-risk human papilloma virus (hr-HPV) testing in predicting cervical cancer recurrence.
Design
This is a retrospective study of patients who underwent hr-HPV testing as part of their routine surveillance for cervical cancer. Standard statistical analyses, including χ2 test and multivariable logistic regression, were performed with IBM SPSS 19.0.
Results
A total of 133 patients were identified, of whom 107 (80%) had squamous cell carcinoma. Ninety patients (68%) had bulky disease and were treated primarily with chemoradiation and brachytherapy. Of patients whose disease recurred, 5 patients (42%) had tested positive for hr-HPV during their surveillance period, compared to 13 patients (11%) for whom disease did not recur (relative risk: 3.88, P = .002). On multivariate logistic regression, hr-HPV status remained significantly predictive of disease recurrence (odds ratio: 12.3, P = .02, 95% confidence interval: 1.5–99.6). Using 2 × 2 table analysis, we found that while cervicovaginal cytology has limited specificity (5.7%) in predicting recurrence, the combination of cytology with hr-HPV testing increases the specificity of testing to 89.3%.
Conclusions
Persistence of hr-HPV is a risk factor for disease recurrence. High-risk–HPV testing is not routinely used during surveillance for cervical cancer, but this study suggests that large, prospective trials investigating the role of hr-HPV testing in cervical cancer surveillance are needed.
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Woodard A, Austin RM, Li Z, Beere J, Zhao C. Prevalence of HPV 16/18 genotypes and histopathologic follow-up outcomes in women with negative cytology and positive high-risk HPV test results. J Am Soc Cytopathol 2015; 4:261-266. [PMID: 31051763 DOI: 10.1016/j.jasc.2015.03.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Revised: 02/26/2015] [Accepted: 03/02/2015] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Management of human papillomavirus (HPV)-positive/cytology-negative patients has represented a special challenge ever since the introduction in 2003 of routine cytology and HPV cotesting of women 30 years and older. Since the U.S. Food and Drug Administration's approval in 2009 of an HPV 16/18 genotyping test, guidelines have included an HPV 16/18 genotyping triage option for identifying high-risk HPV-positive/cytology-negative patients who would benefit from immediate colposcopic referral. MATERIALS AND METHODS A retrospective database search was conducted to identify patients with HPV-positive/cytology-negative results between May 1, 2010 and June 30, 2013 in an academic women's hospital practice in which clinical staff consented to routine HPV 16/18 genotyping triage testing of women 30 years and older with HPV-positive/cytology-negative results. RESULTS Of 824 cytology-negative/HPV-positive cases with valid HPV 16/18 genotyping results, positive results were obtained in 101 (12.3%). HPV 16 was detected most frequently (9.1%), followed by HPV 18 (2.4%) and both 16 and 18 (0.7%). Histopathologic follow-up results were documented over an average of 3.5 months (range 0.5 to 22.5) in 51 patients with HPV-positive/cytology-negative/HPV 16/18-positive results; cervical intraepithelial neoplasia 2/3 biopsy diagnoses were reported in 4 of 51 (7.8%). Previously we reported cervical intraepithelial neoplasia 2+ diagnoses in 2.4% of 849 high-risk HPV-positive/cytology-negative patients followed for almost 2 years without HPV 16/18 genotype testing. CONCLUSIONS These initial routine clinical practice findings are consistent with data from both long-term research studies and recent shorter term clinical trials indicating enhanced risk stratification of HPV-positive/cytology negative patients with HPV 16/18 genotype testing. This is the first report of the application of this option in a routine clinical practice setting.
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Stoler MH, Austin RM, Zhao C. Point-Counterpoint: Cervical Cancer Screening Should Be Done by Primary Human Papillomavirus Testing with Genotyping and Reflex Cytology for Women over the Age of 25 Years. J Clin Microbiol 2015; 53:2798-804. [PMID: 25948606 PMCID: PMC4540928 DOI: 10.1128/jcm.01087-15] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Screening for cervical cancer with cytology testing has been very effective in reducing cervical cancer in the United States. For decades, the approach was an annual Pap test. In 2000, the Hybrid Capture 2 human papillomavirus (HPV) test was approved by the U.S. Food and Drug Administration (FDA) for screening women who have atypical squamous cells of underdetermined significance (ASCUS) detected by Pap test to determine the need for colposcopy. In 2003, the FDA approved expanding the use of the test to include screening performed in conjunction with a Pap test for women over the age of 30 years, referred to as "cotesting." Cotesting allows women to extend the testing interval to 3 years if both tests have negative results. In April of 2014, the FDA approved the use of an HPV test (the cobas HPV test) for primary cervical cancer screening for women over the age of 25 years, without the need for a concomitant Pap test. The approval recommended either colposcopy or a Pap test for patients with specific high-risk HPV types detected by the HPV test. This was based on the results of the ATHENA trial, which included more than 40,000 women. Reaction to this decision has been mixed. Supporters point to the fact that the primary-screening algorithm found more disease (cervical intraepithelial neoplasia 3 or worse [CIN3+]) and also found it earlier than did cytology or cotesting. Moreover, the positive predictive value and positive-likelihood ratio of the primary-screening algorithm were higher than those of cytology. Opponents of the decision prefer cotesting, as this approach detects more disease than the HPV test alone. In addition, the performance of this new algorithm has not been assessed in routine clinical use. Professional organizations will need to develop guidelines that incorporate this testing algorithm. In this Point-Counterpoint, Dr. Stoler explains why he favors the primary-screening algorithm, while Drs. Austin and Zhao explain why they prefer the cotesting approach to screening for cervical cancer.
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Rabin DS, Blatt AJ, Kennedy R, Luff RD, Austin RM. Reply to Comparison of cervical cancer screening results among 256,648 women in multiple clinical practices. Cancer Cytopathol 2015; 123:566-7. [PMID: 26179652 PMCID: PMC5034834 DOI: 10.1002/cncy.21570] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Zheng B, Austin RM, Liang X, Li Z, Chen C, Yan S, Zhao C. Bethesda System reporting rates for conventional Papanicolaou tests and liquid-based cytology in a large Chinese, College of American Pathologists-certified independent medical laboratory: analysis of 1394389 Papanicolaou test reports. Arch Pathol Lab Med 2015; 139:373-7. [PMID: 25724034 DOI: 10.5858/arpa.2014-0070-oa] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT Reports that use the Bethesda System categories for Chinese Papanicolaou test results are rare. OBJECTIVE To document and analyze rates reported in the Bethesda System for conventional Papanicolaou tests and liquid-based cytology between 2007 and 2012 in China's largest College of American Pathologists-accredited laboratory. DESIGN Results from 1,394,389 Papanicolaou tests, rendered between 2007 and 2012 by the Guangzhou Kingmed Diagnostics Cytology Laboratory, were documented by the Bethesda System report categories and Papanicolaou test methodology, which included both conventional Papanicolaou tests and 4 different liquid-based cytology preparations. RESULTS Results were documented for 326,297 conventional Papanicolaou tests and 1,068,092 liquid-based cytology specimens, which included 928,884 ThinPrep (Hologic, Bedford, Massachusetts), 63,465 SurePath (BD Diagnostics, Franklin Lakes, New Jersey), 50,422 Liqui-Prep (LGM International, Melbourne, Florida), and 25,321 Lituo liquid-cytology (Lituo Biotechnology Co, Hunan, China) specimens. Abnormality rates reported were significantly higher with liquid-based cytology than they were with conventional Papanicolaou tests in all the Bethesda System categories (P < .001). Reporting rates were within the 2006 benchmark ranges from the College of American Pathologists, except for atypical glandular cells (low) and unsatisfactory rates for conventional Papanicolaou tests (low). CONCLUSION Participation in the international College of American Pathologists Laboratory Accreditation Program provides laboratory quality standards not otherwise available in many international settings.
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Blatt AJ, Kennedy R, Luff RD, Austin RM, Rabin DS. Comparison of cervical cancer screening results among 256,648 women in multiple clinical practices. Cancer Cytopathol 2015; 123:282-8. [PMID: 25864682 PMCID: PMC4654274 DOI: 10.1002/cncy.21544] [Citation(s) in RCA: 99] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Revised: 03/17/2015] [Accepted: 03/18/2015] [Indexed: 01/04/2023]
Abstract
BACKGROUND In the United States, human papillomavirus (HPV) and Papanicolaou (Pap) testing (cotesting) for cervical screening in women ages 30 to 65 years is the preferred strategy, and cytology alone is acceptable. Recently, a proprietary automated test for identifying high-risk HPV types for primary cervical screening was approved by the US Food and Drug Administration. The objective of the current study was to document extensive cervical screening among these screening options. METHODS To investigate the sensitivity of various testing options for biopsy-proven cervical intraepithelial neoplasia grade 3 or worse (≥CIN3) and cancer, the authors reviewed 256,648 deidentified results from women ages 30 to 65 years at the time of cotest who had a cervical biopsy specimen obtained within 1 year of the cotest. RESULTS A positive cotest result was more sensitive (98.8%; 4040 of 4090 cotests) for diagnosing ≥CIN3 than either a positive HPV-only test (94%; 3845 of 4090 HPV-only tests) or a positive Pap-only test (91.3%; 3734 of 4090 Pap-only tests; P <. 0001). A positive Pap-only result was more specific (26.3%; 66,145 of 251,715 Pap-only tests) for diagnosing ≥CIN3 than a positive HPV-only test (25.6%; 64,625 of 252,556 HPV-only tests) or a positive cotest (10.9%; 27,578 of 252,558 cotests; P <. 0001). Of 526 cervical cancers, 98 (18.6%) were HPV-only negative, 64 (12.2%) were Pap-only negative, and 29 (5.5%) were cotest negative. CONCLUSIONS Compared with HPV-only testing, cotesting was more sensitive for the detection of ≥CIN3 in women ages 30 to 65 years. The current data suggest that approximately 19% of women with cervical cancer may be misdiagnosed by an HPV-only cervical screen. It is important to consider these data as the guidelines for cervical cancer screening undergo revision. Cancer (Cancer Cytopathol) 2015;123:282–8. © 2015 The Authors. Cancer Cytopathology published by Wiley Periodicals, Inc. on behalf of American Cancer Society. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
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Barron S, Austin RM, Li Z, Zhao C. Follow-up outcomes in a large cohort of patients with HPV-negative LSIL cervical screening test results. Am J Clin Pathol 2015; 143:485-91. [PMID: 25779999 DOI: 10.1309/ajcpu57uelkuzcyy] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVES Cervical screening guidelines now recommend repeat cotesting of patients aged 30 years and older having a human papillomavirus (HPV)-negative low-grade squamous intraepithelial lesion (LSIL) in 1 year as preferred management. Only limited follow-up data on patients with HPV-negative LSILs are available from routine US clinical practice settings. METHODS In total, 680 patients with Hybrid Capture 2 (Qiagen, Hinden, Germany) high-risk HPV-negative LSIL ThinPrep (Hologic, Marlborough, MA) results were identified. Patients' ages and histopathologic, cytologic, and HPV follow-up results were identified. RESULTS Among 680 patients with HPV-negative LSILs, 468 had follow-up within 1 year. During the study period, 14 (3.0%) of 468 had follow-up high-grade squamous intraepithelial lesion (HSIL) and 184 (39.3%) LSIL findings. No diagnoses of cervical carcinoma were documented. There were no significant follow-up differences between age groups. Of the 321 patients who had follow-up HPV testing, 271 (84.4%) had negative and 50 (15.6%) had positive HPV results. CONCLUSIONS This is the largest study documenting follow-up results for patients with HPV-negative LSIL results based on prevalent US FDA-approved co-testing methods from one collection vial. These data document that risk for follow-up HSILs in these patients is low and also that no cervical cancers were diagnosed. These findings support recent recommendations for repeat co-testing after 1 year as an appropriate option for patients with HPV-negative LSIL results.
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Zheng B, Austin RM, Liang X, Li Z, Chen C, Yan S, Zhao C. PPV of an HSIL cervical cytology result in China's largest CAP-certified laboratory. J Am Soc Cytopathol 2015; 4:84-89. [PMID: 31051714 DOI: 10.1016/j.jasc.2014.10.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 10/07/2014] [Accepted: 10/13/2014] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Cervical cancer remains a major health problem in China, where no uniform national standards for cervical cytology quality control exist. This study extends previously reported findings on cervical cytology performance in China's largest independent laboratory to have achieved accreditation under the international Laboratory Accreditation Program of the College of American Pathologists. MATERIALS AND METHODS A retrospective study identified high-grade squamous intraepithelial lesion (HSIL) cervical cytology reports between 2007 and 2013 from the Cytology Laboratory, Guangzhou Kingmed Diagnostics. Four liquid-based cytology (LBC) preparations were used in 73% of cases and conventional Papanicolaou tests (CPT) in 27%. Follow-up histopathologic diagnoses after HSIL reports were identified in the laboratory database. The positive predictive value for laboratory HSIL cytology results was determined for follow-up histopathologic diagnoses of cervical intraepithelial neoplasia 2 or worse (CIN2+), a recognized international quality control monitor. RESULTS Of 1,804,108 cervical cytology reports, 11,929 HSIL reports (0.66%) were identified. The LBC HSIL rate was 0.79%, which was higher than the CPT HSIL rate of 0.33% (P < 0.001). Follow-up CIN2+ histopathologic diagnoses within 6 months after HSIL were identified in 1994 of 2414 patients (82.6%), including 1860 of 2246 LBC HSIL (82.8%) and 134 of 168 CPT HSIL (79.8%). Cervical cancers were diagnosed on follow-up in 244 of 2414 HSIL cases (10.1%). CONCLUSIONS The positive predictive value of HSIL cervical cytology results for follow-up histopathologic CIN2+ was within currently recognized benchmark ranges for cytology laboratories. The high rate of cervical cancer diagnoses likely reflects the largely unscreened population. The College of American Pathologists Laboratory Accreditation Program provided quality standards not otherwise available in many international settings.
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Austin RM, Zhao C. Is 58% sensitivity for detection of cervical intraepithelial neoplasia 3 and invasive cervical cancer optimal for cervical screening? Cytojournal 2014; 11:14. [PMID: 24987445 PMCID: PMC4058958 DOI: 10.4103/1742-6413.132997] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Accepted: 04/15/2014] [Indexed: 12/02/2022] Open
Abstract
Recent Food and Drug Administration (FDA) approval of a Roche cobas human papillomavirus (HPV) test application as a first line primary cervical screening tool in women 25 and older introduces a new era of complex cervical screening choices. Perhaps the most surprising findings in Roche's supporting ATHENA trial data were the unexpectedly low verification bias-adjusted CIN3+ sensitivities documented by the FDA for both the proposed cobas HPV testing algorithm (58.26%) and Pap testing algorithm (42.63%). These unexpectedly low sensitivity estimates suggest intuitively that there is still considerable room for improvement in cervical screening, and available data from large systems point to routine cytology and HPV co-testing as offering the greatest protection against development of cervical cancer. Observational studies of large populations screened over time remain essential to document actual protection from development of cervical cancer with any new cervical screening options, as natural history studies and available data from large systems indicate that most CIN2/3 cases detected in short term clinical trials would not progress to invasive cervical cancer. Interpretation of ATHENA trial data and its application to routine clinical practice is further limited by published studies which document that a significant proportion of CIN2/3 biopsy diagnoses in the ATHENA trial could not be confirmed as accurate when evaluated with p16 immunohistochemistry and that cytology laboratory performance in the trial was notably suboptimal.
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Davey DD, Austin RM, Birdsong G, Zaleski S. The impact of the Clinical Laboratory Improvement Amendments of 1988 on cytopathology practice: a 25th anniversary review. J Am Soc Cytopathol 2014; 3:188-198. [PMID: 31051685 DOI: 10.1016/j.jasc.2014.04.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Accepted: 04/15/2014] [Indexed: 11/26/2022]
Abstract
The Clinical Laboratory Improvement Amendments of 1988 were passed into law on October 31, 1988; regulations implementing this law have had a dramatic impact on the practice of cytology as well as the operations of the entire laboratory. Articles in the popular press followed by congressional hearings exposed faulty laboratory practices, with false-negative Pap tests being a major focus. The impact of this law on the cytology profession is reviewed in this paper. We discuss the response by professional organizations and laboratories to proposed regulations, including formation of consortium groups, development of interlaboratory comparison programs, and more stringent laboratory accreditation and inspection procedures. Public perceptions related to false-negative Pap tests and the litigation crisis are reviewed, as well as the development of new technologies that would improve test accuracy. Finally, the role of the Clinical Laboratory Improvement Advisory Committee in advising the government on laboratory regulations and cytology proficiency testing is discussed. Many of the regulations have promoted quality practices and cytology accuracy, but others have proven relatively inflexible and may have blocked innovation.
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Lum D, Guido R, Rodriguez E, Lee T, Mansuria S, D'Ambrosio L, Austin RM. Brush cytology of the fallopian tube and implications in ovarian cancer screening. J Minim Invasive Gynecol 2014; 21:851-6. [PMID: 24713115 DOI: 10.1016/j.jmig.2014.03.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Revised: 03/04/2014] [Accepted: 03/06/2014] [Indexed: 01/17/2023]
Abstract
STUDY OBJECTIVE To determine whether fallopian tube epithelial cells adequate for cytopathology can be obtained via a minimally invasive approach using brush cytology. DESIGN Prospective feasibility study (Canadian Task Force classification II-1). SETTING Tertiary-care university-based teaching hospital. PATIENTS Ten patients who underwent laparoscopic hysterectomy, with or without adnexal surgery, because of benign indications. INTERVENTIONS Attempted hysteroscopic and laparoscopic brush cytologic sampling of the fallopian tubes. MEASUREMENTS AND MAIN RESULTS ThinPrep slides and cell blocks were prepared and analyzed. P53 and KI-67 immunostaining was performed on cell block specimens if adequate cellularity was present. The first 5 patients underwent attempted hysteroscopic sampling of the fallopian tube, with successful collection only in 1 patient. The protocol was then modified to enable sampling of the fallopian tube laparoscopically as well as hysteroscopically. In the other 5 patients sampling of the fallopian tubes was successful laparoscopically, including successful sampling hysteroscopically in 1 patient. The brush biopsy catheter could not be passed through the entire length of the fallopian tube in either the hysteroscopic or laparoscopic approach. All cytologic findings were interpreted as benign, although findings of nuclear overlapping, crowding, and small nucleoli were initially considered benign atypia. Immunohistochemistry for P53 and KI-67 yielded uniformly negative findings. CONCLUSION To our knowledge, this is the first study to describe endoscopic brush cytology of the fallopian tubes with correlated cytologic narrative. In the future, cytologic sampling of the fallopian tube may have implications for an ovarian cancer screening test.
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Barron S, Li Z, Austin RM, Zhao C. Low-grade squamous intraepithelial lesion/cannot exclude high-grade squamous intraepithelial lesion (LSIL-H) is a unique category of cytologic abnormality associated with distinctive HPV and histopathologic CIN 2+ detection rates. Am J Clin Pathol 2014; 141:239-46. [PMID: 24436272 DOI: 10.1309/ajcpm9x5rczyeqjq] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
OBJECTIVES To examine data correlating high-risk human papillomavirus (hrHPV) results in patients with both low-grade squamous intraepithelial lesion (LSIL) and atypical squamous cells cannot exclude high-grade squamous intraepithelial lesion (ASC-H) cytology findings (LSIL-H) with follow-up histopathology. METHODS A total of 494 LSIL-H ThinPrep (Hologic, Marlborough, MA) cases with hrHPV testing were identified. Histopathologic follow-up was available in 347 patients. RESULTS Among 347 patients with follow-up histopathology after LSIL-H cytology and hrHPV testing, 90.5% tested hrHPV positive. Cervical intraepithelial neoplasia (CIN) 2/3 was diagnosed in 29.4% and CIN 1 in 53.6%. CIN 2/3 was diagnosed in significantly more patients with hrHPV-positive LSIL-H than following hrHPV-negative LSIL-H results. Compared with published institutional data, LSIL-H had significantly lower hrHPV and histopathologic CIN 2/3+ rates (90.5% and 29.4%, with no cervical cancers) than high-grade squamous intraepithelial lesion (HSIL) (95.7% and 70.5%, with 2.4% cervical cancers) but higher rates than LSIL (80.2% and 12.9%) or atypical squamous cells/cannot exclude HSIL (ASC-H) (54.3% and 17.2%). Whereas CIN 2/3 detection rates were similar in HPV-positive LSIL-H and HPV-positive ASC-H, CIN 2/3 findings were more likely with HPV-negative LSIL-H than with HPV-negative ASC-H. CONCLUSIONS LSIL-H is a unique category of cytologic abnormality associated with distinctive hrHPV and CIN 2/3+ diagnostic rates.
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Zhao C, Hong W, Li Z, Weng B, Amin M, Austin RM. Human papillomavirus testing and cytologic/histopathologic "test of cure" follow-up results after excisional treatment for high-grade cervical intraepithelial neoplasia. J Am Soc Cytopathol 2014; 3:15-20. [PMID: 31051725 DOI: 10.1016/j.jasc.2013.09.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2013] [Revised: 09/03/2013] [Accepted: 09/05/2013] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Recently published guidelines now specifically recommend cytology and HPV cotesting as follow-up after high-grade cervical intraepithelial neoplasia (CIN 2/3) excision. MATERIALS AND METHODS A total of 988 patients with CIN 2/3 treated by excision between July 2005 and December 2009 were identified with available "test of cure" follow-up results over an average of 36 months. Average age was 32 years. RESULTS CIN 2/3 was reported during follow-up in 67 of 988 (6.8%) patients; 45 of 67 (67.2%) follow-up CIN 2/3 diagnoses were within 2 years of excision. Post-treatment CIN 2/3 was significantly more likely after initial CIN 3 grade, positive excision margins, and human papillomavirus (HPV)-positive follow-up results, but not significantly associated in this cohort with age. A total of 514 women had follow-up HPV tests, and 32.3% had at least 1 HPV-positive result. Post-treatment CIN 2/3 was diagnosed in 24 of 165 (14.5%) patients with at least 1 follow-up HPV-positive result and in 6 of 349 (1.7%) with only follow-up HPV-negative results. No HPV-negative/cytology-negative follow-up results were documented among 30 post-treatment patients later developing recurrent CIN 2/3. CONCLUSIONS Cytology and HPV cotesting facilitates early intervention during follow-up after CIN 2/3 excision.
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Rodriguez EF, Lum D, Guido R, Austin RM. Cytologic findings in experimental in vivo fallopian tube brush specimens. Acta Cytol 2013; 57:611-8. [PMID: 24107657 DOI: 10.1159/000353825] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Accepted: 06/19/2013] [Indexed: 11/19/2022]
Abstract
OBJECTIVE The fallopian tube is now recognized as a primary source of precursor neoplastic lesions for pelvic serous adenocarcinomas. Cytologic features of fallopian tube brushings from low-risk patients have not been well described. STUDY DESIGN We describe the cytomorphology of tubal epithelium from prospectively collected experimental in vivo brushings from normal fallopian tubes of 7 low-risk patients. Liquid-based cytology slides and cell blocks were prepared and reviewed on all specimens. RESULTS Fifteen brush cytology specimens were obtained, ten by laparoscopy, four by hysteroscopy and one following hysterectomy and bilateral salpingo-oophorectomy on an ex vivo specimen. Variable cytologic features were documented for background, cellularity, cellular architecture, cilia, nuclear overlap, mitoses, nuclear pleomorphism, nuclear membrane changes and nucleoli. Negative P53 and Ki-67 stain results were documented in available cell blocks. Histopathologic salpingectomy findings and clinical follow-up were benign. CONCLUSION Moderate nuclear pleomorphism and nuclear overlap, prominent single and multiple nucleoli and background granular debris were common challenging cytologic findings in fallopian tube brushings from low-risk patients. With experience, cellular changes can be recognized as benign. Recognition of the range of normal fallopian tube cytology should help to minimize false-positive interpretations of cytology specimens obtained in association with risk-reducing salpingo-oophorectomies.
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Zhao C, Li Z, Austin RM. Cervical screening test results associated with 265 histopathologic diagnoses of cervical glandular neoplasia. Am J Clin Pathol 2013; 140:47-54. [PMID: 23765533 DOI: 10.1309/ajcpip9m8hpvbssc] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES To document screening test histories of women with histopathologic cervical glandular neoplasia (CGN) in a large integrated health system using new methods of cervical screening. METHODS Cervical screening test results were reviewed for 265 patients with histopathologic diagnoses of CGN, including 168 adenocarcinoma in situ, 80 invasive cervical adenocarcinoma, and 17 invasive cervical adenosquamous carcinoma cases. RESULTS Among 222 cases with known triggers of diagnostic studies, 211 (95%) had recent abnormal Papanicolaou (Pap) test results. Glandular cell abnormalities were the most common recent abnormal Pap test finding in 130 (61.6%) of 211; squamous cell abnormalities alone were documented in 81 (38.4%) of 211, reflecting coexisting cervical intraepithelial neoplasia (CIN) in 60% of CGN cases. Among 114 CGN cases with additional Pap tests more than 4 months to 3 years before CGN diagnosis, 70 (61.4%) had only earlier negative Pap test results. Among 72 CGN cases with recent human papillomavirus (HPV) test results, 70 (97.2%) tested HPV positive. Among 29 CGN cases with HPV test results more than 4 months to 3 years before CGN diagnosis, 25 (86.2%) tested HPV positive. CONCLUSIONS Conservative cytologic screening practices and HPV cotesting can facilitate early diagnoses of CGN.
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Rodriguez EF, Monaco SE, Khalbuss W, Austin RM, Pantanowitz L. Abdominopelvic washings: A comprehensive review. Cytojournal 2013; 10:7. [PMID: 23858317 PMCID: PMC3709516 DOI: 10.4103/1742-6413.111080] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2013] [Accepted: 03/10/2013] [Indexed: 12/29/2022] Open
Abstract
Intraperitoneal spread may occur with gynecological epithelial neoplasms, as well as with non-gynecological malignancies, which may result in serosal involvement with or without concomitant effusion. Therefore, washings in patients with abdominopelvic tumors represent important specimens for cytologic examination. They are primarily utilized for staging ovarian cancers, although their role has decreased in staging of endometrial and cervical carcinoma. Abdominopelvic washings can be positive in a variety of pathologic conditions, including benign conditions, borderline neoplastic tumors, locally invasive tumors, or distant metastases. In a subset of cases, washings can be diagnostically challenging due to the presence of co-existing benign cells (e.g., mesothelial hyperplasia, endosalpingiosis, or endometriosis), lesions in which there is only minimal atypia (e.g., serous borderline tumors) or scant atypical cells, and the rarity of specific tumor types (e.g., mesothelioma). Ancillary studies including immunocytochemistry and fluorescence in situ hybridization may be required in difficult cases to resolve the diagnosis. This article provides a comprehensive and contemporary review of abdominopelvic washings in the evaluation of gynecologic and non-gynecologic tumors, including primary peritoneal and mesothelial entities.
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