Upgrade risk in intraductal papillomas: A retrospective analysis of real-world data and predictive model development

dc.contributor.authorKotola, Jenni
dc.contributor.authorTamminen, Anselm
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=kirurgia|en=Surgery|
dc.contributor.organization-code1.2.246.10.2458963.20.97295082107
dc.converis.publication-id515864545
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/515864545
dc.date.accessioned2026-04-24T20:12:42Z
dc.description.abstract<div><h3>Background</h3><div>In current practice, the traditional strategy of excising all IDPs has been replaced by more selective management. However, criteria for selecting patients for surveillance remain unclear, and no widely accepted predictive model exists.</div></div><div><h3>Methods</h3><div>We retrospectively analyzed real-world data from 325 cases of IDPs diagnosed via core needle biopsy (CNB) at a tertiary teaching hospital between 2010 and 2023. We assessed upgrade rates to malignancy and evaluated potential predictive factors. Two previously published models were applied to our cohort, and a new model was developed based on our data.</div></div><div><h3>Results</h3><div>Overall, 17% (55/325) of IDPs were upgraded to malignancy. Among lesions without atypia on CNB (n = 215), the upgrade rate was 8.8% (19/215), compared to 40% (23/58) in those with atypia (p < 0.001). Previously suggested models yielded modest results when applied to our study population. First model would have spared 11% (24/215) of patients from surgery, while the second model would have spared 17% (36/215), with one missed upgrade. Our model identified all upgraded cases and would have spared 33% (72/215) of non-atypical IDPs from surgery.</div></div><div><h3>Conclusions</h3><div>Atypia on CNB is a strong predictor of upgrade to malignancy. Existing models showed limited utility in reducing unnecessary surgeries. Our proposed model demonstrated improved performance and may support more individualized management of IDPs.<br></div></div>
dc.identifier.eissn1532-8392
dc.identifier.jour-issn0046-8177
dc.identifier.urihttps://www.utupub.fi/handle/11111/59451
dc.identifier.urlhttps://doi.org/10.1016/j.humpath.2026.106097
dc.identifier.urnURN:NBN:fi-fe2026042333222
dc.language.isoen
dc.okm.affiliatedauthorTamminen, Anselm
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier BV
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.articlenumber106097
dc.relation.doi10.1016/j.humpath.2026.106097
dc.relation.ispartofjournalHuman Pathology
dc.relation.volume172
dc.titleUpgrade risk in intraductal papillomas: A retrospective analysis of real-world data and predictive model development
dc.year.issued2026

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