A compendium of adipocyte morphologies across different breast pathologies

Adipocytes are abundant in the breast tissue microenvironment. In breast cancer, they can change morphologically according to their proximity to tumour cells, with the closest becoming cancer-associated adipocytes (CAAs). It remains unclear whether breast cancer risk factors, including menopausal status, body mass index (BMI), and mammographic density (MD), influence CAAs morphology in breast carcinogenesis. This study aimed to quantify morphological differences in adipocytes across breast cancer pathologies and associated risk factors. Whole slide images of haematoxylin and eosin stained cancer (<i>n</i> = 149) and normal (<i>n</i> = 182) breast tissue samples were analysed. Parameters representative of adipocyte morphology: perimeter, area, concavity, and aspect ratio, were measured using ImageJ. Adipocytes were considered close (≤2 mm) or distant ( > 2 mm) to cancer cells in cancer samples or breast epithelial cells in normal samples. Close adipocytes in cancer samples were designated CAAs. CAAs decreased in size compared to distant adipocytes (<i>p≤</i>0.0001). A similar trend was observed between close and distant adipocytes in normal (<i>p≤</i>0.0001). CAAs size increased post menopause (<i>p</i> ≤ 0.0001). CAAs size positively correlated with BMI (<i>p</i> ≤ 0.0001). In cancer cases, distant adipocyte size increased and concavity decreased with increasing MD (<i>p</i> ≤ 0.01). Smaller CAAs were associated with poorer survival (<i>p≤</i>0.05). Morphological differences were identified in adipocytes dependent on location within the breast, tissue, pathology and risk factors. Understanding what drives these morphological differences could provide mechanistic insight into whether risk factor-induced alterations in adipocytes influence their role in breast carcinogenesis.

Authors

Institutions

Publication Details

Journal
Adipocyte
Published
2025-10-07
DOI
https://doi.org/10.1080/21623945.2025.2568540
Citations
1
Primary Topic
Cancer Risks and Factors
Type
article
Field-Weighted Citation Impact
1.05
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A compendium of adipocyte morphologies across different breast pathologies

H. Ibrahim, Gerald Lip, Valerie Speirs, Beatrix Elsberger et al.
1 citations
Adipocyte
Cancer Risks and Factors
1.05
article

A compendium of adipocyte morphologies across different breast pathologies

H. Ibrahim, Gerald Lip, Valerie Speirs, Beatrix Elsberger, Nicola Spence, Justin J. Rochford, Rasha Abu Eid, K PALMER, Katie Hanna, Ehab Husain, Abigail Dodson, Katharina Kusserow
article en
1 citations

Abstract

Adipocytes are abundant in the breast tissue microenvironment. In breast cancer, they can change morphologically according to their proximity to tumour cells, with the closest becoming cancer-associated adipocytes (CAAs). It remains unclear whether breast cancer risk factors, including menopausal status, body mass index (BMI), and mammographic density (MD), influence CAAs morphology in breast carcinogenesis. This study aimed to quantify morphological differences in adipocytes across breast cancer pathologies and associated risk factors. Whole slide images of haematoxylin and eosin stained cancer (<i>n</i> = 149) and normal (<i>n</i> = 182) breast tissue samples were analysed. Parameters representative of adipocyte morphology: perimeter, area, concavity, and aspect ratio, were measured using ImageJ. Adipocytes were considered close (≤2 mm) or distant ( > 2 mm) to cancer cells in cancer samples or breast epithelial cells in normal samples. Close adipocytes in cancer samples were designated CAAs. CAAs decreased in size compared to distant adipocytes (<i>p≤</i>0.0001). A similar trend was observed between close and distant adipocytes in normal (<i>p≤</i>0.0001). CAAs size increased post menopause (<i>p</i> ≤ 0.0001). CAAs size positively correlated with BMI (<i>p</i> ≤ 0.0001). In cancer cases, distant adipocyte size increased and concavity decreased with increasing MD (<i>p</i> ≤ 0.01). Smaller CAAs were associated with poorer survival (<i>p≤</i>0.05). Morphological differences were identified in adipocytes dependent on location within the breast, tissue, pathology and risk factors. Understanding what drives these morphological differences could provide mechanistic insight into whether risk factor-induced alterations in adipocytes influence their role in breast carcinogenesis.

AdipocyteVol. 14(1)
University of Aberdeen (GB), Aberdeen Royal Infirmary (GB), Raigmore Hospital (GB), University College Birmingham (GB), University of Birmingham (GB)
Openalex Percentile: Top 17%
Cancer Risks and Factors
1.05
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.