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Extended Human Papillomavirus Genotyping to Predict Progression to High-Grade Cervical Precancer: A Prospective Cohort Study in the Southeastern United States
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Abstract
Background: High-risk human papillomavirus (hrHPV) testing is utilized in primary cervical cancer screening, generally along with cytology, to triage abnormalities to colposcopy. Most screening-based hrHPV testing involves pooled detection of any hrHPV or of HPV16/18. Cervical neoplasia progression risks based on extended hrHPV genotyping—particularly non-16/18 hrHPV types—are not well characterized. HPV genotype-specific incidence of high-grade cervical intraepithelial neoplasia or more severe (CIN2+) following an abnormal screening result was examined. Methods: We assessed a US-based prospective, multiracial, clinical cohort of 343 colposcopy patients with normal histology (n = 226) or CIN1 (n = 117). Baseline cervical samples underwent HPV DNA genotyping, and participants were followed up to 5 years. Genotype-specific CIN2+ incidence rates (IR) were estimated with accelerated failure time models. Five-year CIN2+ risks were estimated nonparametrically for hierarchical hrHPV risk groups (HPV16; else HPV18/45; else HPV31/33/35/52/58; else HPV39/51/56/59/68). Results: At enrollment, median participant age was 30.1 years; most (63%) were hrHPV-positive. Over follow-up, 24 participants progressed to CIN2+ (7.0%). CIN2+ IR among hrHPV-positive participants was 3.4/1,000 person-months. CIN2+ IRs were highest for HPV16 (8.3), HPV33 (7.8), and HPV58 (4.9). Five-year CIN2+ risk was higher for HPV16 (0.34) compared with HPV18/45 (0.12), HPV31/33/35/52/58 (0.12), and HPV39/51/56/59/68 (0.16) (P = 0.05). Conclusions: Non-16/18 hrHPV types are associated with differential CIN2+ progression rates. HPV16, 33, and 58 exhibited the highest rates over 5 years. HPV risk groups warrant further investigation in diverse US populations. Impact: These novel data assessing extended HPV genotyping in a diverse clinical cohort can inform future directions to improve screening practices in the general population.
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Extended genotyping to determine whom to treat based on risk has been shown to improve sensitivity for the detection of CIN 3+ and facilitate safe deferring of colposcopy if the HPV types are of lower carcinogenic potential (Group d).
“Extended genotyping (inclusion of the next most carcinogenic types - Group 1c) to determine whom to treat based on risk has also been shown to improve sensitivity for the detection of CIN 3+ and facilitate safe deferring of colposcopy if the HPV types are of lower carcinogenic potential (Group d).51 52”
From Protocol for a cervical screening implementation trial comparing two approaches for delivering HPV self-collection in low-resource settings in India: a type 3 hybrid cluster randomised controlled trial (SHE-CAN) (2025) · cites this paper as [51]
The Discussion (page unavailable) supports the potential use of extended genotyping to distinguish progression risks and guide more conservative management. But this study assessed CIN2+ risk in patients already referred for colposcopy, not improved sensitivity for detecting CIN3+ or the safety of deferring colposcopy. Its Results also report that the lowest-risk genotype group had a five-year CIN2+ risk similar to the intermediate groups. (LLM, conf=0.90)
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Cites
The 2001 Bethesda System<SUBTITLE>Terminology for Reporting Results of Cervical Cytology</SUBTITLE>
Solomon, D. (2002) · JAMA · doi:10.1001/jama.287.16.2114 · Cited by 3,104
The Empirical Distribution Function with Arbitrarily Grouped, Censored and Truncated Data
Turnbull, B. W. (1976) · Journal of the Royal Statistical Society Series B (Statistical Methodology) · doi:10.1111/j.2517-6161.1976.tb01597.x · Cited by 1,835
Perkins, R. B., Guido, R. S., Castle, P. E., Chelmow, D. P., Einstein, M. H., García, F., Huh, W. K., Kim, J. J., Moscicki, A., Nayar, R., et al. (2020) · Journal of Lower Genital Tract Disease · doi:10.1097/lgt.0000000000000525 · Cited by 1,526
The Pap Test and Bethesda 2014
Nayar, R., & Wilbur, D. C. (2015) · Journal of the American Society of Cytopathology · doi:10.1016/j.jasc.2015.03.003 · Cited by 1,149
Human Papillomavirus DNA versus Papanicolaou Screening Tests for Cervical Cancer
Mayrand, M., Duarte‐Franco, E., Rodrigues, I., Walter, S. D., Hanley, J. A., Ferenczy, A. S., Ratnam, S., Coutlée, F., & Franco, E. L. (2007) · New England Journal of Medicine · doi:10.1056/nejmoa071430 · Cited by 1,106
Nanda, K., McCrory, D. C., Myers, E. R., Bastian, L. A., Hasselblad, V., Hickey, J. D., & Matchar, D. B. (2000) · Annals of Internal Medicine · doi:10.7326/0003-4819-132-10-200005160-00009 · Cited by 1,089
Modelling Survival Data in Medical Research
Collett, D. (2015) · Chapman & Hall/CRC eBooks · doi:10.1201/b18041 · Cited by 786
Massad, L. S., Einstein, M. H., Huh, W. K., Katki, H. A., Kinney, W., Schiffman, M., Solomon, D., Wentzensen, N., & Lawson, H. W. (2013) · Journal of Lower Genital Tract Disease · doi:10.1097/lgt.0b013e318287d329 · Cited by 740
Salazar, K. L., Zhou, H. S., Xu, J., Peterson, L. E., Schwartz, M. R., Mody, D. R., & Ge, Y. (2015) · Acta Cytologica · doi:10.1159/000442512 · Cited by 721
Exact and Asymptotic Weighted Logrank Tests for Interval Censored Data: The interval R Package
Fay, M. P., & Shaw, P. A. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i02 · Cited by 427
Human Papilloma Virus-Associated Cervical Cancer and Health Disparities
Olusola, P., Banerjee, H. N., Philley, J. V., & Dasgupta, S. (2019) · Cells · doi:10.3390/cells8060622 · Cited by 404
Human Papillomavirus Infections with Multiple Types and Risk of Cervical Neoplasia
Trottier, H., Mahmud, S., Costa, M. C., Sobrinho, J. P., Duarte-Franco, E., Rohan, T. E., Ferenczy, A., Villa, L. L., & Franco, E. L. (2006) · Cancer Epidemiology, Biomarkers & Prevention · doi:10.1158/1055-9965.epi-06-0129 · Cited by 352
Risk Estimates Supporting the 2019 ASCCP Risk-Based Management Consensus Guidelines
Egemen, D., Cheung, L. C., Chen, X., Demarco, M., Perkins, R. B., Kinney, W., Poitras, N. E., Befano, B., Locke, A., Guido, R. S., et al. (2020) · Journal of Lower Genital Tract Disease · doi:10.1097/lgt.0000000000000529 · Cited by 264
Demarco, M., Hyun, N., Carter‐Pokras, O., Raine‐Bennett, T. R., Cheung, L. C., Chen, X., Hammer, A., Campos, N. G., Kinney, W., Gage, J. C., et al. (2020) · EClinicalMedicine · doi:10.1016/j.eclinm.2020.100293 · Cited by 226
Yoo, W., Kim, S., Huh, W. K., Dilley, S. E., Coughlin, S. S., Partridge, E. E., Chung, Y., Dicks, V. G., Lee, J. K., & Bae, S. (2017) · PLoS ONE · doi:10.1371/journal.pone.0172548 · Cited by 182
Bonde, J. H., Sandri, M.-T., Gary, D. S., & Andrews, J. C. (2020) · Journal of Lower Genital Tract Disease · doi:10.1097/lgt.0000000000000494 · Cited by 149
Matsumoto, K., Oki, A., Furuta, R., Maeda, H., Yasugi, T., Takatsuka, N., Mitsuhashi, A., Fujii, T., Hirai, Y., Iwasaka, T., et al. (2010) · International Journal of Cancer · doi:10.1002/ijc.25630 · Cited by 146
Human Papillomavirus Genotypes and the Cumulative 2‐Year Risk of Cervical Precancer
Wheeler, C. M., Hunt, W. C., SCHIFFMAN, M. H., Castle, P. E., & Atypical Squamous Cells of Undetermined Significance/Low‐Grade Squamous Intraepithelial Lesions Triage Study (ALTS) Group (2006) · The Journal of Infectious Diseases · doi:10.1086/507909 · Cited by 142
Tutorial on methods for interval-censored data and their implementation in R
Melis, G. G., Calle, M. L., Oller, R., & Langohr, K. (2009) · Statistical Modelling · doi:10.1177/1471082x0900900402 · Cited by 133
The validation of cervical cytology. Sensitivity, specificity and predictive values.
Soost, H.-J., Lange, H. J., Lehmacher, W., & Ruffing-Kullmann, B. (1991) · PubMed · Cited by 127
Adcock, R., Cuzick, J. M., Hunt, W. C., McDonald, R. M., Wheeler, C. M., Joste, N. E., Kinney, W., Wheeler, C. M., Hunt, W. C., McDonald, R. M., et al. (2019) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1055-9965.epi-19-0239 · Cited by 121
Skinner, S. R., Wheeler, C. M., Romanowski, B., Castellsagué, X., Lazcano-Ponce, E. C., Rosario‐Raymundo, M. R. D., Vallejos, C. S., Minkina, G., da Silva, D. P., McNeil, S., et al. (2015) · International Journal of Cancer · doi:10.1002/ijc.29971 · Cited by 120
Impact of Widespread Cervical Cancer Screening
Yang, D. X., Soulos, P. R., Davis, B. A., Gross, C. P., & Yu, J. B. (2016) · American Journal of Clinical Oncology · doi:10.1097/coc.0000000000000264 · Cited by 110
Demarco, M., Egemen, D., Raine‐Bennett, T. R., Cheung, L. C., Befano, B., Poitras, N. E., Lorey, T. S., Chen, X., Gage, J. C., Castle, P. E., et al. (2020) · Journal of Lower Genital Tract Disease · doi:10.1097/lgt.0000000000000530 · Cited by 76
Spinillo, A., Bello, B. D., Gardella, B., Roccio, M., Daccò, M. D., & Silini, E. M. (2009) · Gynecologic Oncology · doi:10.1016/j.ygyno.2008.12.037 · Cited by 76
HPV genotypes and cervical intraepithelial neoplasia in a multiethnic cohort in the southeastern USA
Vidal, A. C., Smith, J. S., Valea, F. A., Bentley, R. C., Gradison, M., Yarnall, K. S. H., Ford, A. C., Overcash, F. M., Grant, K. L., Murphy, S. K., et al. (2014) · Cancer Causes & Control · doi:10.1007/s10552-014-0406-2 · Cited by 75
Self-citationAragón, T. (2004) · doi:10.32614/cran.package.epitools · Cited by 70
Single and multiple human papillomavirus infections in cervical abnormalities in Portuguese women
Pista, Â., Oliveira, A., Verdasca, N., & Ribeiro, F. (2010) · Clinical Microbiology and Infection · doi:10.1111/j.1469-0691.2010.03387.x · Cited by 61
Stoler, M. H., Wright, T. C., Parvu, V., Yanson, K. A., Cooper, C. K., & Andrews, J. C. (2019) · Gynecologic Oncology · doi:10.1016/j.ygyno.2018.12.024 · Cited by 52
Wright, T. C., Stoler, M. H., Parvu, V., Yanson, K. A., Cooper, C. K., & Andrews, J. C. (2019) · Gynecologic Oncology · doi:10.1016/j.ygyno.2019.05.012 · Cited by 51
Approximate Bayesian inference for random effects meta-analysis
Abrams, K. R., & Sansó, B. (1998) · Statistics in Medicine · doi:10.1002/(sici)1097-0258(19980130)17:2 · Cited by 50
Niccolai, L. M., Russ, C. A., Julian, P. J., Hariri, S., Sinard, J. H., Meek, J. I., McBride, V., Markowitz, L. E., Unger, E. R., Hadler, J. L., et al. (2013) · Cancer · doi:10.1002/cncr.28038 · Cited by 50
Bayesian analysis of baseline risk of CIN2 and ≥CIN3 by HPV genotype in a European referral cohort
Bonde, J. H., Bottari, F., Parvu, V., Pedersen, H., Yanson, K. A., Iacobone, A. D., Kodsi, S., Landoni, F., Vaughan, L. M., Ejegod, D. M., et al. (2019) · International Journal of Cancer · doi:10.1002/ijc.32291 · Cited by 36
Tsui, J., Llanos, A. A. M., Doose, M., Rotter, D., & Stroup, A. M. (2019) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2019.0050 · Cited by 32
Patel, S. J., Mugo, N., Cohen, C. R., Ting, J., Nguti, R., Kwatampora, J., Waweru, W., Patnaik, P., Donders, G. G. G., Kimani, J., et al. (2013) · International Journal of STD & AIDS · doi:10.1177/0956462412472446 · Cited by 17
Self-citationSaadeh, K., Park, I., Gargano, J. W., Whitney, E., Querec, T. D., Hurley, L. B., & Silverberg, M. J. (2019) · Vaccine · doi:10.1016/j.vaccine.2019.09.103 · Cited by 16
Follow-up of abnormal pap smear results: A population-based study.
Kupets, R., & Paszat, L. F. (2010) · Journal of Clinical Oncology · doi:10.1200/jco.2010.28.15_suppl.6076 · Cited by 3
Flagged first, then by citations
2 of the 39 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Therneau, 2021, A package for survival analysis in R, R package version, 32
Cited by
Sorted by citations
Duration of human papillomavirus persistence and its relationship with recurrent cervical dysplasia
Bogani, G., Sopracordevole, F., Ciavattini, A., Vizza, E., Vercellini, P., Giannini, A., Ghezzi, F., Scambia, G., Raspagliesi, F., Donato, V. D., et al. (2023) · European Journal of Cancer Prevention · doi:10.1097/cej.0000000000000822 · Cited by 75
Impact of cervical screening by human papillomavirus genotype: Population-based estimations
Wang, J., Elfström, K. M., Lagheden, C., Eklund, C., Sundström, K., Sparén, P., & Dillner, J. (2023) · PLoS Medicine · doi:10.1371/journal.pmed.1004304 · Cited by 36
Bukowski, A., Hoyo, C., Vielot, N. A., Graff, M., Kosorok, M. R., Brewster, W. R., Maguire, R. L., Murphy, S. K., Nedjai, B., Ladoukakis, E., et al. (2023) · BMC Cancer · doi:10.1186/s12885-023-11518-6 · Cited by 12
Self-citationLuo, Q., Zhang, H., Zeng, X., Han, N., Ma, Z., & Luo, H. (2024) · BMC Infectious Diseases · doi:10.1186/s12879-024-09693-3 · Cited by 9
Wang, L., Sun, B., Xu, J., Cao, D., Chen, Y., Xu, Y. C., & Wu, D. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e32114 · Cited by 8
Oommen, A. M., Ashfaq, M., Tonsing, M. V., Cherian, A. G., Singarayar, P., Viswanathan, V., Muniswamy, V., Hawkes, D., Abraham, P., Pricilla, R. A., et al. (2025) · BMJ Open · doi:10.1136/bmjopen-2025-101599 · Cited by 1
Kovalyk, V. P., Gomberg, M. A., Vladimirova, E. V., Иванович, Ю. К., & Aa, K. (2023) · Russian Journal of Clinical Dermatology and Venereology · doi:10.17116/klinderma202322031296
Matsuura, M., Tamate, M., Nagao, S., Kurokawa, S., Nishimura, Y., Isoyama, K., Akimoto, T., Kasuga, F., Shimada, H., Wada, N., et al. (2024) · Journal of obstetrics and gynaecology research · doi:10.1111/jog.16082
Bukowski, A., (151422), C. H., Vielot, N. A., Graff, M., Kosorok, M. R., Brewster, W. R., Maguire, R. L., Murphy, S. K., Nedjai, B., Ladoukakis, E., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26636592
Self-citationPredicting outcomes in oncogenic HPV infection: are we there yet?
Bruyère, D., Geuzaine, R., & Herfs, M. F. (2026) · Trends in Molecular Medicine · doi:10.1016/j.molmed.2026.09.009
Metadata
- Authors
- Bukowski, A., Hoyo, C., Hudgens, M. G., Brewster, W. R., Valea, F., Bentley, R. C., Vidal, A. C., Maguire, R. L., Schmitt, J. W., Murphy, S. K., North, K. E., & Smith, J. S.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- North Carolina State University (US)
- Carilion Clinic (US)
- Duke University (US)
- Cedars-Sinai Medical Center (US)
- Corresponding author
- Smith, Jennifer S.
- ORCID
- Venue
- Cancer Epidemiology, Biomarkers & Prevention
- Published
- 2022-06-02
- Volume
- 31
- Issue
- 8
- Pages
- 1564-1571
- ISSN
- 1055-9965 (ISSN-L)
- 1538-7755
- PMC
- PMC9350926
- OpenAlex
- W4281964475
- Cited by
- 9
- References
- 39
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 3 · 2023: 4
- FWCI
- 1.62
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cancer Epidemiology Biomarkers & Prevention (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- UNC Libraries
- Funders
- NIH NCI (F30CA257181, T32 5T32CA57726-29, R01CA142983, R01CA142983-02S1)
- Topics
- Health Sciences › Medicine › Epidemiology › Cervical Cancer and HPV Research
- Life Sciences › Immunology and Microbiology › Microbiology › Reproductive tract infections research
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Women's cancer prevention and management
- Keywords
- HPV genotyping, high-risk HPV, cervical intraepithelial neoplasia, HPV16, HPV 33, HPV58, cervical cancer screening, colposcopy
- MeSH terms
- Adult, Uterine Cervical Neoplasms, Female, Genotype, Humans, Prospective Studies, Papillomaviridae, Papillomavirus Infections, Human papillomavirus 18, Human papillomavirus 16, Early Detection of Cancer
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