MedElevator Войти в исследования
← Поиск публикаций

DOI 10.3389/or.2026.1818926

Медицинская библиотека · Oncology reviews · 2026

Association of MMP-2 and hematological parameters with breast cancer metastasis: a cross-sectional study in Central Java, Indonesia.

Imani Alyssa, Prajoko Yan Wisnu, Nirwantono Rudi, Mozar Fitya Syarifa, Pardamean Bens, Limijadi Edward Kurnia Setiawan

СтатьяПеревод в очереди

Аннотация

BACKGROUND

Breast cancer metastasis remains a major contributor to morbidity and mortality, partly due to the disease's marked biological heterogeneity. Identification of reliable biomarkers associated with metastatic progression is essential for improving risk stratification and clinical management. Matrix metalloproteinase-2 (MMP-2) and routine hematological and metabolic parameters have been implicated in cancer progression, but their roles in breast cancer metastasis remain inconsistent across populations.

METHODS

This cross-sectional study evaluated general, hematological and metabolic parameters in breast cancer patients from Dr. Kariadi General Hospital, the main referral hospital for Central Java, Indonesia. Associations with metastasis were assessed using univariate analyses, followed by least absolute shrinkage and selection operator (LASSO) logistic regression for variable selection. Multicollinearity was assessed using variance inflation factor (VIF), and selected variables were entered simultaneously into a multivariable binary logistic regression model. Associations between selected hematological parameters and estrogen receptor (ER) and progesterone receptor (PR) status were also examined. Associations between clinicopathological variables and histologic grade were analyzed using the Kruskal-Wallis test.

RESULTS

Histologic grade was the only general characteristic significantly associated with metastasis (P < 0.001). In univariate analysis, metastatic patients showed significantly higher MMP-2, WBC count, and SGOT levels, whereas lower MCV and uric acid levels were detected. Multivariable logistic regression identified MMP-2 (P = 0.015; OR = 1.124, 95% CI: 1.023-1.236) and platelet count (P = 0.047; OR = 0.973, 95% CI: 0.947-1.000) as independently associated with breast cancer metastasis. Platelet count was also significantly associated with ER status (P = 0.039), but not with PR status (P = 0.054). Kruskal-Wallis analysis demonstrated significant differences in MMP-2 and uric acid levels across histologic grades I-III.

CONCLUSION

Elevated MMP-2 levels and reduced platelets were independently associated with breast cancer metastasis, while platelets were additionally associated with ER status. These findings suggest that MMP-2 and platelet count may serve as potential biomarkers associated with metastatic behavior and hormone receptor status in breast cancer.

Для цитирования: Imani Alyssa, Prajoko Yan Wisnu, Nirwantono Rudi, Mozar Fitya Syarifa, Pardamean Bens, Limijadi Edward Kurnia Setiawan. Association of MMP-2 and hematological parameters with breast cancer metastasis: a cross-sectional study in Central Java, Indonesia.. Oncology reviews. 2026. DOI: 10.3389/or.2026.1818926.
Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Загрузка состояния…

История · было → стало

Состояние обновляется каждые 5 секунд, пока блок открыт. Процент показывается только там, где известен объём работы. Пауза останавливает продолжение этапа; текущий запрос к источнику может завершиться.

Тип публикации указан по данным источника. Уровень доказательности автоматически не присваивается.