Quantification of tumor-associated stroma, collagen, and desmoplasia and their role in prognostication of feline mammary carcinomas

Tumoral stroma as a key element of the tumor microenvironment has gained increased relevance in recent oncology studies. The tumor-stroma ratio (TSR) has been validated as a prognostic factor in human breast cancer. In feline mammary carcinomas (FMCs), few studies have delved into tumor stromal components, such as collagen and fibroblasts, and none have evaluated the TSR. Herein, multiple approaches for assessing tumor stroma and collagen in FMCs of 129 queens were used, including semi-quantitative evaluations in hematoxylin and eosin and in Picrosirius stainined sections and digital quantification by image analysis using ImageJ software. The desmoplasia-to-collagen ratio (DCR) was also computed using the image analysis results. A weak agreement was obtained between semi-quantitative and quantitative values of TSR and collagen amount; however, the majority of samples were scored below 50%, irrespective of the method, with a DCR above 50% in most of the carcinomas. Overall, clinical stage III and a more pronounced inflammatory infiltrate were consistently overrepresented in the increased stroma, total collagen, and desmoplasia groups. In the univariate survival analysis, a high amount of stroma, desmoplasia, and increased DCR were associated with shorter survival. Moreover, quantitative variables of TSR, desmoplasia, and DCR emerged as independent prognostic factors in multivariate models. The TSR and, specifically, the amount of collagen within the tumor stroma appear to have a role in the biological behavior of FMCs. Ancillary techniques for quantifying TSR, desmoplasia, and DCR provide additional prognostic information, and efforts should be made to include them in the routine post-surgical evaluations of FMC cases.

Authors

Institutions

Publication Details

Journal
Veterinary Pathology
Published
2026-11-02
DOI
https://doi.org/10.1177/03009858261491910
Primary Topic
Veterinary Oncology Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Quantification of tumor-associated stroma, collagen, and desmoplasia and their role in prognostication of feline mammary carcinomas

Gonçalo N. Petrucci, Ana Catarina Figueira, Flora Tinoco, Marta Santos et al.
2 links
Veterinary Pathology
Veterinary Oncology Research
article

Quantification of tumor-associated stroma, collagen, and desmoplasia and their role in prognostication of feline mammary carcinomas

Gonçalo N. Petrucci, Ana Catarina Figueira, Flora Tinoco, Marta Santos, Hugo Vilhena, Hugo Gregório, Patrícia Dias‐Pereira, Ana Canadas‐Sousa, Carla Marrinhas, Ricardo Marcos, Pedro Oliveira, Joana Rodrigues‐Jesus, Helena Felga, Andrea Goulart
article en

Abstract

Tumoral stroma as a key element of the tumor microenvironment has gained increased relevance in recent oncology studies. The tumor-stroma ratio (TSR) has been validated as a prognostic factor in human breast cancer. In feline mammary carcinomas (FMCs), few studies have delved into tumor stromal components, such as collagen and fibroblasts, and none have evaluated the TSR. Herein, multiple approaches for assessing tumor stroma and collagen in FMCs of 129 queens were used, including semi-quantitative evaluations in hematoxylin and eosin and in Picrosirius stainined sections and digital quantification by image analysis using ImageJ software. The desmoplasia-to-collagen ratio (DCR) was also computed using the image analysis results. A weak agreement was obtained between semi-quantitative and quantitative values of TSR and collagen amount; however, the majority of samples were scored below 50%, irrespective of the method, with a DCR above 50% in most of the carcinomas. Overall, clinical stage III and a more pronounced inflammatory infiltrate were consistently overrepresented in the increased stroma, total collagen, and desmoplasia groups. In the univariate survival analysis, a high amount of stroma, desmoplasia, and increased DCR were associated with shorter survival. Moreover, quantitative variables of TSR, desmoplasia, and DCR emerged as independent prognostic factors in multivariate models. The TSR and, specifically, the amount of collagen within the tumor stroma appear to have a role in the biological behavior of FMCs. Ancillary techniques for quantifying TSR, desmoplasia, and DCR provide additional prognostic information, and efforts should be made to include them in the routine post-surgical evaluations of FMC cases.

Veterinary Pathology
University of Trás-os-Montes and Alto Douro (PT), Universidade do Porto (PT), Escola Universitária Vasco da Gama (PT), Cooperativa de Ensino Superior Politécnico e Universitário (PT), Rede de Química e Tecnologia (PT), Centro Hospitalar do Baixo Vouga (PT), Clínica dos Gatos (Portugal) (PT), Hospital Veterinário do Porto (Portugal) (PT), Centro Investigação Vasco da Gama (PT), Centro de Ciência Animal e Veterinária (PT), Instituto de Ciências Biomédicas Albel Salazar (PT), University of Pennsylvania (US)
Fundação para a Ciência e a Tecnologia
Good health and well-being
Openalex Percentile: Top 13%
Veterinary Oncology Research
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.

Laika access coming soon