1
|
Harper DM, Paczos T, Ridder R, Huh WK. p16/ki-67 dual stain triage of individuals positive for HPV to detect cervical precancerous lesions. Int J Cancer 2025; 156:2257-2264. [PMID: 39901857 PMCID: PMC12008826 DOI: 10.1002/ijc.35353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 01/14/2025] [Accepted: 01/22/2025] [Indexed: 02/05/2025]
Abstract
p16/Ki-67 dual stain is a biomarker-based test that can identify oncogenic transformation in cervical cells with higher sensitivity than cervical cytology, using the same samples taken for human papillomavirus (HPV) testing and liquid-based cytology. Dual stain is approved by the US Food and Drug Administration (FDA) for triage of women with positive results by primary HPV testing or by HPV/cytology co-testing and has recently been incorporated into management guidelines. In this review, we summarize the data showing the utility of dual stain in detecting precancers, reducing the number of unnecessary colposcopies, and reassuring women who test negative. We also discuss the implications of dual stain for future treatment practice and health economics.
Collapse
Affiliation(s)
| | | | | | - Warner K. Huh
- University of Alabama at BirminghamBirminghamAlabamaUSA
| |
Collapse
|
2
|
Massad LS, Clarke MA, Perkins RB, Garcia F, Chelmow D, Cheung LC, Darragh TM, Egemen D, Lorey TS, Nayar R, Newman M, Risley C, Smith RA, Wentzensen N. Applying Results of Extended Genotyping to Management of Positive Cervicovaginal Human Papillomavirus Test Results: Enduring Guidelines. J Low Genit Tract Dis 2025; 29:134-143. [PMID: 39791481 PMCID: PMC11939109 DOI: 10.1097/lgt.0000000000000865] [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: 01/12/2025]
Abstract
OBJECTIVE The Enduring Consensus Cervical Cancer Screening and Management Guidelines Committee developed recommendations for the use of extended genotyping results in cervical cancer prevention programs. METHODS Risks of cervical intraepithelial neoplasia grade 3 or worse were calculated using data obtained with the Onclarity HPV Assay from large cohorts. Management recommendations were based on clinical action thresholds developed for the 2019 American Society for Colposcopy and Cervical Pathology Risk-Based Management Consensus Guidelines. Risk estimates were reviewed in relation to clinical action thresholds and used as the basis for draft recommendations. After an open comment period, recommendations were finalized and ratified through a vote by the Consensus Stakeholder Group. RESULTS Colposcopy is recommended after positive tests for human papillomavirus (HPV) types 16 and 18. For those positive for HPV 45, 33/58, 31, 52, 35/39/68, or 51 but negative for 16 or 18, triage with cytology or dual stain testing is recommended. When screening with primary HPV testing, for patients who test positive for HPV types 56/59/66 and no other carcinogenic types, repeat HPV testing in 1 year is recommended. When screening with cotesting, for those who test positive for HPV types 56/59/66 and no other carcinogenic types, 1-year return is recommended for negative for intraepithelial lesion or malignancy, atypical squamous cells of undetermined significance, and low-grade squamous intraepithelial lesion, and colposcopy is recommended for atypical squamous cells cannot exclude high-grade squamous intraepithelial lesion (ASC-H), atypical glandular cells, high-grade squamous intraepithelial lesion, or carcinoma. When patients without prior high-grade cytology (atypical squamous cells cannot exclude high-grade squamous intraepithelial lesion, atypical glandular cells, high-grade squamous intraepithelial lesion, or carcinoma) or histology (cervical intraepithelial neoplasia [CIN]2, CIN3, or adenocarcinoma in situ) are being followed, use of extended genotyping results is acceptable. When high-grade cytology or histology results are present, or when patients are being followed after treatment of CIN2+, management using the 2019 guidelines is recommended. CONCLUSIONS Human papillomavirus extended genotyping can guide clinical management in the setting of a positive HPV test result.
Collapse
Affiliation(s)
- L. Stewart Massad
- Division of Gynecologic Oncology, Washington University School of Medicine, St. Louis, MO
| | - Megan A. Clarke
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Rebecca B. Perkins
- Department of Obstetrics and Gynecology, Boston University School of Medicine/Boston Medical Center, Boston, MA
| | - Francisco Garcia
- Deputy County Administrator and Chief Medical Officer for Pima County, Tucson, AZ
| | - David Chelmow
- Department of Obstetrics and Gynecology, Virginia Commonwealth University School of Medicine, Richmond, VA
| | - Li C. Cheung
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Teresa M. Darragh
- Department of Pathology, University of California San Francisco, San Francisco, CA
| | - Didem Egemen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Thomas S. Lorey
- Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA
| | - Ritu Nayar
- Department of Pathology, Northwestern University Feinberg School of Medicine and Northwestern Medical Group, Chicago, IL
| | | | - Carolann Risley
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
- School of Nursing, and Department of Cell and Molecular Biology, School of Medicine, University of Mississippi Medical Center, Jackson, MS
| | - Robert A. Smith
- Center for Early Cancer Detection Science, American Cancer Society, Atlanta, GA
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| |
Collapse
|
3
|
Lahrmann B, Keil A, Ruiz FM, Clarke MA, Egemen D, Grewal KK, Grabe FP, Bartels L, Krauthoff A, Ströbel P, Risley C, Reaves S, Fuller LA, Kinney W, Poitras N, Goldhoff PE, Suh-Burgmann B, Lorey TS, Wentzensen N, Grabe N. Closing the Automation Gap: Robust AI for Dual-Stain Cervical Cancer Screening Triage. RESEARCH SQUARE 2025:rs.3.rs-5985837. [PMID: 40092440 PMCID: PMC11908351 DOI: 10.21203/rs.3.rs-5985837/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Dual-stain cytology, using p16 and Ki67, is superior to conventional PAP cytology for triage of HPV-positive test results in cervical cancer screening. Its AI-based evaluation can remove subjectivity, improve performance and facilitate implementation. Using 5,722 dual-stain slides from population-based screening cohorts, we developed and validated Cytoreader-V2. In the SurePath Kaiser Implementation Study, Cytoreader-V2 achieved 87.2%/57.8% (sensitivity/specificity) compared to 89.9/52.6 (manual DS) and 85.8/41.9 (Pap cytology). In the Thin-Prep Biopsy Study, it reached 95.7/44.4 versus 89.4/35.0 (manual DS), and in anal DS cytology slides, 87.0/41.3 compared to 87.0/27.7 (manual). Robustness testing demonstrated significant stability across image transformations. Cytoreader-V2 improves specificity and reproducibility compared to manual dual-stain reading while maintaining high sensitivity. Its adaptability across populations with consistent performance makes it scalable for diverse clinical settings. Cytoreader-V2 can be a transformative tool in global cervical cancer screening as a critical AI applications in digital pathology.
Collapse
Affiliation(s)
- Bernd Lahrmann
- Steinbeis Center for Medical Systems Biology, Heidelberg, Germany
- Institute of Pathology, University Medicine Goettingen, Goettingen, Germany
- Hamamatsu Tissue Imaging and Analysis Center TIGA, University Heidelberg
- Heidelberg University, Medical Faculty Heidelberg, Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Andreas Keil
- Steinbeis Center for Medical Systems Biology, Heidelberg, Germany
- Institute of Pathology, University Medicine Goettingen, Goettingen, Germany
- Hamamatsu Tissue Imaging and Analysis Center TIGA, University Heidelberg
| | - Felipe Miranda Ruiz
- Steinbeis Center for Medical Systems Biology, Heidelberg, Germany
- Institute of Pathology, University Medicine Goettingen, Goettingen, Germany
- Hamamatsu Tissue Imaging and Analysis Center TIGA, University Heidelberg
| | | | | | | | - Finley P Grabe
- Steinbeis Center for Medical Systems Biology, Heidelberg, Germany
- Hamamatsu Tissue Imaging and Analysis Center TIGA, University Heidelberg
| | - Liam Bartels
- Steinbeis Center for Medical Systems Biology, Heidelberg, Germany
- Institute of Pathology, University Medicine Goettingen, Goettingen, Germany
- Hamamatsu Tissue Imaging and Analysis Center TIGA, University Heidelberg
- Heidelberg University, Medical Faculty Heidelberg, Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany
- D120/DKFZ, Clinical Cooperation Unit Applied Tumor Immunity, German Cancer Research Center, Heidelberg, Germany
| | - Alexandra Krauthoff
- Steinbeis Center for Medical Systems Biology, Heidelberg, Germany
- Hamamatsu Tissue Imaging and Analysis Center TIGA, University Heidelberg
- Heidelberg University, Medical Faculty Heidelberg, Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany
- D120/DKFZ, Clinical Cooperation Unit Applied Tumor Immunity, German Cancer Research Center, Heidelberg, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medicine Goettingen, Goettingen, Germany
| | - Carolann Risley
- University of Mississippi Medical Center, Jackson, MS, USA
- National Cancer Institute, Bethesda, MD, USA
| | - Sydney Reaves
- University of Mississippi Medical Center, Jackson, MS, USA
| | | | | | | | | | | | | | | | - Niels Grabe
- Steinbeis Center for Medical Systems Biology, Heidelberg, Germany
- Institute of Pathology, University Medicine Goettingen, Goettingen, Germany
- Hamamatsu Tissue Imaging and Analysis Center TIGA, University Heidelberg
- Heidelberg University, Medical Faculty Heidelberg, Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany
| |
Collapse
|
4
|
Qi M, Naranjo AR, Duque AJ, Lorey TS, Schapiro JM, Suh-Burgmann BJ, Rummel M, Salipante SJ, Wentzensen N, Greene DN. Evaluation of Pre-Analytical Variables for Human Papillomavirus Primary Screening from Self-Collected Vaginal Swabs. J Mol Diagn 2024; 26:487-497. [PMID: 38494078 PMCID: PMC11238274 DOI: 10.1016/j.jmoldx.2024.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/07/2024] [Accepted: 02/21/2024] [Indexed: 03/19/2024] Open
Abstract
Human papillomavirus (HPV) primary screening is an effective approach to assessing cervical cancer risk. Self-collected vaginal swabs can expand testing access, but the data defining analytical performance criteria necessary for adoption of self-collected specimens are limited, especially for those occurring outside the clinic, where the swab remains dry during transport. Here, we evaluated the performance of self-collected vaginal swabs for HPV detection using the Cobas 6800. There was insignificant variability between swabs self-collected by the same individual (n = 15 participants collecting 5 swabs per participant), measured by amplification of HPV and human β-globin control DNA. Comparison of self-collected vaginal swab and provider-collected cervical samples (n = 144 pairs) proved highly concordant for HPV detection (total agreement = 90.3%; positive percentage agreement = 84.2%). There was no relationship between the number of dry storage days and amplification of HPV (n = 68; range, 4 to 41 days). Exposure of self-collected dry swabs to extreme summer and winter temperatures did not affect testing outcomes. A second internal control (RNase P) demonstrated that lack of amplification for β-globin from self-collected specimens was consistent with poor, but not absent, cellularity. These data suggest that self-collected vaginal samples enable accurate clinical HPV testing, and that extended ambient dry storage or exposure to extreme temperatures does not influence HPV detection. Furthermore, lack of β-globin amplification in HPV-negative samples accurately identified participants who required recollection.
Collapse
Affiliation(s)
- Michelle Qi
- LetsGetChecked Laboratories, Monrovia, California
| | | | - Abigail J Duque
- The Permanente Medical Group, Northern California Kaiser Permanente Regional Reference Laboratory, Oakland, California
| | - Thomas S Lorey
- The Permanente Medical Group, Northern California Kaiser Permanente Regional Reference Laboratory, Oakland, California
| | - Jeffrey M Schapiro
- The Permanente Medical Group, Northern California Kaiser Permanente Regional Reference Laboratory, Oakland, California
| | | | | | - Stephen J Salipante
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Dina N Greene
- LetsGetChecked Laboratories, Monrovia, California; Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington.
| |
Collapse
|
5
|
Clarke MA, Wentzensen N, Perkins RB, Garcia F, Arrindell D, Chelmow D, Cheung LC, Darragh TM, Egemen D, Guido R, Huh W, Locke A, Lorey TS, Nayar R, Risley C, Saslow D, Smith RA, Unger ER, Massad LS. Recommendations for Use of p16/Ki67 Dual Stain for Management of Individuals Testing Positive for Human Papillomavirus. J Low Genit Tract Dis 2024; 28:124-130. [PMID: 38446575 PMCID: PMC11331430 DOI: 10.1097/lgt.0000000000000802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
OBJECTIVES The Enduring Consensus Cervical Cancer Screening and Management Guidelines Committee developed recommendations for dual stain (DS) testing with CINtec PLUS Cytology for use of DS to triage high-risk human papillomavirus (HPV)-positive results. METHODS Risks of cervical intraepithelial neoplasia grade 3 or worse were calculated according to DS results among individuals testing HPV-positive using data from the Kaiser Permanente Northern California cohort and the STudying Risk to Improve DisparitiES study in Mississippi. Management recommendations were based on clinical action thresholds developed for the 2019 American Society for Colposcopy and Cervical Pathology Risk-Based Management Consensus Guidelines. Resource usage metrics were calculated to support decision-making. Risk estimates in relation to clinical action thresholds were reviewed and used as the basis for draft recommendations. After an open comment period, recommendations were finalized and ratified through a vote by the Consensus Stakeholder Group. RESULTS For triage of positive HPV results from screening with primary HPV testing (with or without genotyping) or with cytology cotesting, colposcopy is recommended for individuals testing DS-positive. One-year follow-up with HPV-based testing is recommended for individuals testing DS-negative, except for HPV16- and HPV18-positive results, or high-grade cytology in cotesting, where immediate colposcopy referral is recommended. Risk estimates were similar between the Kaiser Permanente Northern California and STudying Risk to Improve DisparitiES populations. In general, resource usage metrics suggest that compared with cytology, DS requires fewer colposcopies and detects cervical intraepithelial neoplasia grade 3 or worse earlier. CONCLUSIONS Dual stain testing with CINtec PLUS Cytology is acceptable for triage of HPV-positive test results. Risk estimates are portable across different populations.
Collapse
Affiliation(s)
- Megan A. Clarke
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Rebecca B. Perkins
- Department of Obstetrics and Gynecology, Boston University School of Medicine/Boston Medical Center, Boston, MA
| | | | | | - David Chelmow
- Department of Obstetrics and Gynecology, Virginia Commonwealth University School of Medicine, Richmond, VA
| | - Li C. Cheung
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Teresa M. Darragh
- The Department of Pathology, University of California, San Francisco, CA
| | - Didem Egemen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Richard Guido
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh, Magee-Womens Hospital, Pittsburgh, PA
| | - Warner Huh
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL
| | - Alexander Locke
- Department of Obstetrics and Gynecology (Retired), The Permanente Medical Group, Oakland, CA
| | - Thomas S. Lorey
- Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA
| | - Ritu Nayar
- Department of Pathology, Northwestern University Feinberg School of Medicine and Northwestern Medical Group, Chicago, IL
| | - Carolann Risley
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
- School of Nursing, and Department of Cell and Molecular Biology, School of Medicine, University of Mississippi Medical Center, Jackson, MS
| | - Debbie Saslow
- Prevention and Early Detection Department, American Cancer Society, Atlanta, GA
| | - Robert A. Smith
- Early Cancer Detection Science, American Cancer Society, Atlanta, GA
| | - Elizabeth R. Unger
- Chronic Viral Diseases Branch, Centers for Disease Control and Prevention, Atlanta, GA
| | - L. Stewart Massad
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Washington University School of Medicine, St. Louis, MO
| |
Collapse
|
6
|
Wentzensen N, Garcia F, Clarke MA, Massad LS, Cheung LC, Egemen D, Guido R, Huh W, Saslow D, Smith RA, Unger ER, Perkins RB. Enduring Consensus Guidelines for Cervical Cancer Screening and Management: Introduction to the Scope and Process. J Low Genit Tract Dis 2024; 28:117-123. [PMID: 38446573 PMCID: PMC11520335 DOI: 10.1097/lgt.0000000000000804] [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: 03/08/2024]
Abstract
OBJECTIVES The Enduring Consensus Cervical Cancer Screening and Management Guidelines (Enduring Guidelines) effort is a standing committee to continuously evaluate new technologies and approaches to cervical cancer screening, management, and surveillance. METHODS AND RESULTS The Enduring Guidelines process will selectively incorporate new technologies and approaches with adequate supportive data to more effectively improve cancer prevention for high-risk individuals and decrease unnecessary procedures in low-risk individuals. This manuscript describes the structure, process, and methods of the Enduring Guidelines effort. Using systematic literature reviews and primary data sources, risk of precancer will be estimated and recommendations will be made based on risk estimates in the context of established risk-based clinical action thresholds. The Enduring Guidelines process will consider health equity and health disparities by assuring inclusion of diverse populations in the evidence review and risk assessment and by developing recommendations that provide a choice of well-validated strategies that can be adapted to different settings. CONCLUSIONS The Enduring Guidelines process will allow updating existing cervical cancer screening and management guidelines rapidly when new technologies are approved or new scientific evidence becomes available.
Collapse
Affiliation(s)
- Nicolas Wentzensen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Francisco Garcia
- Health and Community Services Administration, Pima County, Tucson, AZ
| | - Megan A. Clarke
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - L. Stewart Massad
- Department of Obstetrics and Gynecology, Washington University, St. Louis, MO
| | - Li C. Cheung
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Didem Egemen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Richard Guido
- University of Pittsburgh School of Medicine, Magee-Womens Hospital, Pittsburgh, PA
| | - Warner Huh
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL
| | | | | | - Elizabeth R. Unger
- Chronic Viral Diseases Program, Centers for Disease Control and Prevention, Atlanta, GA
| | - Rebecca B. Perkins
- Department of Obstetrics and Gynecology, Boston University Chobanian and Avedisian School of Medicine/Boston Medical Center, Boston, MA
| |
Collapse
|