Perilipin-1 immunostaining improves semi-automated digital quantitation of bone marrow adipocytes in histological bone sections

dc.contributor.authorWidjaja Nicko
dc.contributor.authorJalava Niki
dc.contributor.authorChen Yimeng
dc.contributor.authorIvaska Kaisa K
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.converis.publication-id180906369
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/180906369
dc.date.accessioned2025-08-27T23:46:20Z
dc.date.available2025-08-27T23:46:20Z
dc.description.abstractBone marrow adipocytes (BMAds) are not just passive fillers inside the bone marrow compartment but respond to various metabolic changes. Assessment of those responses requires evaluation of the number of BMAds and their morphology for which laborious and error-prone manual histological analysis remains the most widely used method. Here, we report an alternative image analysis strategy to semi-automatically quantitate and analyse the morphology of BMAds in histological bone sections. Decalcified, formalin-fixed paraffin-embedded histological sections of long bones of Sprague-Dawley rats were stained with either haematoxylin and eosin (HE) or by immunofluorescent staining for adipocyte-specific protein perilipin-1 (PLIN1). ImageJ-based commands were constructed to detect BMAds sized 200 µm<sup>2</sup> or larger from standardized 1 mm<sup>2</sup> analysis regions by either classifying the background colour (HE) or the positive and circular PLIN1 fluorescent signal. Semi-automated quantitation strongly correlated with independent, single-blinded manual counts regardless of the staining method (HE-based: <i>r</i>=0.85, <i>p</i><0.001; PLIN1 based: <i>r</i>=0.95, <i>p</i><0.001). The detection error was higher in HE-stained sections than in PLIN1-stained sections (14% versus 5%, respectively; <i>p</i><0.001), which was due to false-positive detections of unstained adipocyte-like circular structures. In our dataset, the total adiposity area from standardised ROIs in PLIN-1-stained sections correlated with that in whole-bone sections (<i>r</i>=0.60, <i>p</i>=0.02).
dc.identifier.eissn2162-397X
dc.identifier.jour-issn2162-3945
dc.identifier.olddbid204584
dc.identifier.oldhandle10024/187611
dc.identifier.urihttps://www.utupub.fi/handle/11111/53093
dc.identifier.urnURN:NBN:fi-fe2025082786492
dc.language.isoen
dc.okm.affiliatedauthorWidjaja, Nicko
dc.okm.affiliatedauthorJalava, Niki
dc.okm.affiliatedauthorIvaska-Papaioannou, Kaisa
dc.okm.discipline3111 Biomedicineen_GB
dc.okm.discipline3111 Biolääketieteetfi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.doi10.1080/21623945.2023.2252711
dc.relation.ispartofjournalAdipocyte
dc.relation.issue1
dc.relation.volume12
dc.source.identifierhttps://www.utupub.fi/handle/10024/187611
dc.titlePerilipin-1 immunostaining improves semi-automated digital quantitation of bone marrow adipocytes in histological bone sections
dc.year.issued2023

Tiedostot

Näytetään 1 - 1 / 1
Ladataan...
Name:
Perilipin 1 immunostaining improves semi automated digital quantitation of bone marrow adipocytes in histological bone sections.pdf
Size:
3.26 MB
Format:
Adobe Portable Document Format