Association between brown adipose tissue activity and clinical outcomes in melanoma: a retrospective PET/CT analysis

dc.contributor.authorToivanen, P.
dc.contributor.authorKetola, P.
dc.contributor.authorVahlberg, T.
dc.contributor.authorVirtanen, K.A.
dc.contributor.authorSundvall, M.
dc.contributor.authorRaiko, J.
dc.contributor.organizationfi=kliininen fysiologia ja isotooppilääketiede|en=Clinical Physiology and Isotope Medicine|
dc.contributor.organizationfi=kliininen syöpätautioppi|en=Clinical Oncology|
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=biostatistiikka|en=Biostatistics|
dc.contributor.organizationfi=MediCity|en=MediCity|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=PET-keskus|en=Turku PET Centre|
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.contributor.organization-code1.2.246.10.2458963.20.89365200099
dc.contributor.organization-code1.2.246.10.2458963.20.14646305228
dc.contributor.organization-code1.2.246.10.2458963.20.74978886054
dc.contributor.organization-code1.2.246.10.2458963.20.75985703497
dc.converis.publication-id526926879
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/526926879
dc.date.accessioned2026-08-05T20:10:57Z
dc.description.abstract<p>Background <br></p><p>Brown adipose tissue (BAT) activity has been suggested to play a role in cancer progression. Previous studies have shown that BAT activity is higher in patients with cancer, and that BAT volume is a predictor of tumour recurrence and mortality in patients with cancer, but the data on melanoma are limited. <br></p><p>Patients and methods <br></p><p>Here, we re-analysed 2-fluoro-2-deoxy-D-glucose positron emission tomography-computed tomography (FDG–PET–CT) images from 135 patients with cutaneous melanoma treated at Turku University Hospital between 2012 and 2021 to assess associations among BAT, melanoma progression, patient survival, and patient weight. We applied a three-stage universal BAT threshold definition using predetermined standardised uptake value thresholds of 0.8, 1.0, and 1.2 g/ml, given the retrospective nature of our study. Of the 135 patients (81 men and 54 women; median age 61 years, interquartile range 54-71), 40 (29.6%), 24 (17.8%), and 19 (14.1%) were BAT-positive at the 0.8, 1.0, and 1.2 g/ml thresholds, respectively. <br></p><p>Results <br></p><p>Our results showed that patients with active melanoma on FDG–PET–CT imaging were more frequently BAT-positive at the 0.8 threshold ( P = 0.026) and 1.0 threshold ( P = 0.016). We also found a significantly higher BAT volume among patients who survived the observation period (0.8, 1.0, and 1.2 g/ml thresholds; P = 0.018, P = 0.038, and P = 0.571, respectively) and those who did not relapse (0.8, 1.0, and 1.2 g/ml thresholds; P = 0.631, P = 0.012, and P = 0.030, respectively). <br></p><p>Conclusions <br></p><p>No association between BAT positivity and relapse-free survival or overall survival was observed at any threshold. Although higher BAT volumes were observed in subgroups of patients who survived or did not relapse, these findings were not supported by survival analyses and should be considered exploratory.</p>
dc.identifier.eissn2590-0188
dc.identifier.urihttps://www.utupub.fi/handle/11111/62909
dc.identifier.urlhttps://doi.org/10.1016/j.iotech.2026.101600
dc.identifier.urnURN:NBN:fi-fe20260805115469
dc.language.isoen
dc.okm.affiliatedauthorToivanen, Paavo
dc.okm.affiliatedauthorVahlberg, Tero
dc.okm.affiliatedauthorVirtanen, Kirsi
dc.okm.affiliatedauthorSundvall, Maria
dc.okm.affiliatedauthorRaiko, Juho
dc.okm.affiliatedauthorDataimport, MediCity
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3111 Biomedicineen_GB
dc.okm.discipline3111 Biolääketieteetfi_FI
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.discipline3122 Cancersen_GB
dc.okm.discipline3122 Syöpätauditfi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber101600
dc.relation.doi10.1016/j.iotech.2026.101600
dc.relation.ispartofjournalImmuno-Oncology and Technology
dc.relation.volume31
dc.titleAssociation between brown adipose tissue activity and clinical outcomes in melanoma: a retrospective PET/CT analysis
dc.year.issued2026

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