Personalized multifactorial risk assessment in neoadjuvant-treated breast carcinoma

dc.contributor.authorKorpinen, K.
dc.contributor.authorAutere, T. A.
dc.contributor.authorTuominen, J.
dc.contributor.authorLöyttyniemi, E.
dc.contributor.authorEigeliene, N.
dc.contributor.authorTalvinen, K.
dc.contributor.authorKronqvist, P.
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=biostatistiikka|en=Biostatistics|
dc.contributor.organizationfi=kansanterveystiede|en=Public Health|
dc.contributor.organizationfi=kuvantaminen ja kliininen diagnostiikka|en=Imaging and Clinical Diagnostics|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.69079168212
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.contributor.organization-code1.2.246.10.2458963.20.89365200099
dc.contributor.organization-code1.2.246.10.2458963.20.94792640685
dc.converis.publication-id477705243
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/477705243
dc.date.accessioned2025-08-27T22:25:21Z
dc.date.available2025-08-27T22:25:21Z
dc.description.abstract<p><strong>Purpose </strong><br></p><p>Due to biological heterogeneity of breast carcinoma, predicting the individual response to neoadjuvant treatment (NAT) is complex. Consequently, there are no comprehensive, generally accepted practices to guide post-treatment follow-up. We present clinical and histopathological criteria to advance the prediction of disease outcome in NA-treated breast cancer. <br></p><p><strong>Methods </strong><br></p><p>A retrospective consecutive cohort of 257 NA-treated Finnish breast cancer patients with up to 13-year follow-up and the corresponding tissue samples of pre- and post-NAT breast and metastatic specimen were evaluated for prognostic impacts. All relevant clinical and biomarker characteristics potentially correlated with tumor response to NAT, course of disease, or outcome of breast cancer were included in the statistical analyses. <br></p><p><strong>Results </strong><br></p><p>The results highlight the intensified characterization of distinguished prognostic factors and previously overlooked histological features, e.g., mitotic and apoptotic activity. Particularly, decreased PR indicated 3.8-fold (CI 1.9-7.4, p = 0.0001) mortality risk, and a > 10.5-year shorter survival for the majority, > 75% of patients (Q1). Clinically applicable prognostic factors both preceding and following NAT were identified and compiled into heat maps to quantify mortality and recurrence risks. Combinations of risk factors for aggressive disease were exemplified as an interactive tool (bcnatreccalc.utu.fi) to illustrate the spectrum of disease outcomes. <br></p><p><strong>Conclusion </strong><br></p><p>The results emphasize the value of comprehensive evaluation of conventional patient and biomarker characteristics, especially concerning re-assessment of biomarkers, risk-adapted surveillance, and personalized treatment strategies. Future personalized NA-treatment strategies might benefit from models combining risk-adapted surveillance data and post-NAT re-assessed biomarkers.<br></p>
dc.identifier.eissn1573-7217
dc.identifier.jour-issn0167-6806
dc.identifier.olddbid202136
dc.identifier.oldhandle10024/185163
dc.identifier.urihttps://www.utupub.fi/handle/11111/46192
dc.identifier.urnURN:NBN:fi-fe2025082789692
dc.language.isoen
dc.okm.affiliatedauthorKorpinen, Katarina
dc.okm.affiliatedauthorAutere, Tuomo-Artturi
dc.okm.affiliatedauthorTuominen, Jenni
dc.okm.affiliatedauthorLöyttyniemi, Eliisa
dc.okm.affiliatedauthorTalvinen, Kati
dc.okm.affiliatedauthorKronqvist, Pauliina
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSPRINGER
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.publisher.placeNEW YORK
dc.relation.doi10.1007/s10549-024-07584-4
dc.relation.ispartofjournalBreast Cancer Research and Treatment
dc.source.identifierhttps://www.utupub.fi/handle/10024/185163
dc.titlePersonalized multifactorial risk assessment in neoadjuvant-treated breast carcinoma
dc.year.issued2024

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