International Journal of CancerGenomicsPeer-reviewed journal article
Prelude to Malignancy: A Gene Expression Signature in Normal Mammary Gland from Breast Cancer Patients Suggests Pre-tumorous Alterations and Is Associated with Adverse Outcomes
Maria AndreouiD, Marcin JąkalskiiD, Katarzyna DuzowskaiD, Natalia H. FilipowicziD, Anna KosteckaiD, Hanna DaviesiD, Monika HorbacziD, Urszula ŁawrynowicziD, Katarzyna ChojnowskaiD, Bożena Bruhn‐OlszewskaiD, Jerzy A. JankauiD, Ewa Śrutek, Manuela Las‐JankowskaiD, Dariusz Bała, Jacek Hoffman, Johan HartmaniD, Rafał PęksaiD, Jarosław SkokowskiiD, Michał JankowskiiD, Łukasz SzylbergiD, Mateusz ManiewskiiD, Wojciech Zegarski, Magdalena Nowikiewicz, Tomasz NowikiewicziD, Jan Piotr DumanskiiD, , Arkadiusz PiotrowskiiD
Abstract
Despite advances in early detection and treatment strategies, breast cancer recurrence and mortality remain a significant health issue. Recent insights suggest the prognostic potential of microscopically healthy mammary gland, in the vicinity of the breast lesion. Nonetheless, a comprehensive understanding of the gene expression profiles in these tissues and their relationship to patient outcomes is still missing. Furthermore, the increasing trend towards breast-conserving surgery may inadvertently lead to the retention of existing cancer-predisposing mutations within the normal mammary gland. This study assessed the transcriptomic profiles of 242 samples from 83 breast cancer patients with unfavorable outcomes, including paired uninvolved mammary gland samples collected at varying distances from primary lesions. As a reference, control samples from 53 mammoplasty individuals without cancer history were studied. A custom panel of 634 genes linked to breast cancer progression and metastasis was employed for expression profiling, followed by whole-transcriptome verification experiments and statistical analyses to discern molecular signatures and their clinical relevance. A distinct gene expression signature was identified in uninvolved mammary gland samples, featuring key cellular components encoding keratins, CDH1, CDH3, EPCAM cell adhesion proteins, matrix metallopeptidases, oncogenes, tumor suppressors, along with crucial genes (FOXA1, RAB25, NRG1, SPDEF, TRIM29, and GABRP) having dual roles in cancer. Enrichment analyses revealed disruptions in epithelial integrity, cell adhesion, and estrogen signaling. This signature, named KAOS for Keratin-Adhesion-Oncogenes-Suppressors, was significantly associated with reduced tumor size but increased mortality rates. Integrating molecular assessment of non-malignant mammary tissue into disease management could enhance survival prediction and facilitate personalized patient care.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 4
- FWCI
- 0.80
- Field percentile
- top 32%
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