Distinct Gene Expression Profiles of Matched Primary and Metastatic Triple-Negative Breast Cancers

被引:5
|
作者
Kaur, Jaspreet [1 ]
Chandrashekar, Darshan S. [2 ]
Varga, Zsuzsanna [3 ]
Sobottka, Bettina [3 ]
Janssen, Emiel [4 ,5 ]
Kowalski, Jeanne [6 ]
Kiraz, Umay [4 ,5 ]
Varambally, Sooryanarayana [2 ]
Aneja, Ritu [1 ,7 ]
机构
[1] Georgia State Univ, Dept Biol, Atlanta, GA 30303 USA
[2] Univ Alabama Birmingham, Dept Pathol Mol & Cellular, Birmingham, AL 35233 USA
[3] Univ Hosp Zurich, Dept Pathol & Mol Pathol, CH-8091 Zurich, Switzerland
[4] Hlth Stavanger HF, Dept Pathol, Stavanger Univ Hosp, POB 8100, N-4068 Stavanger, Norway
[5] Univ Stavanger, Dept Chem Biosci & Environm Engn, POB 8600, N-4036 Stavanger, Norway
[6] Univ Texas Austin, Med Sch, Livestrong Canc Inst, Austin, TX 78712 USA
[7] Univ Alabama Birmingham, Sch Hlth Profess, Dept Clin & Diagnost Sci, Birmingham, AL 35294 USA
关键词
triple-negative breast cancer; metastases; RNA-seq; DEGs; INVASION; CELLS; PROMOTES; GROWTH; TRANSITION; SIGNATURE; HALLMARKS; MIGRATION; SURVIVAL;
D O I
10.3390/cancers14102447
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Triple Negative Breast Cancer (TNBC) is a molecularly complex and heterogeneous subtype of breast cancer, characterized by the lack of expression of estrogen receptor, progesterone receptor and human epidermal growth factor receptor 2. TNBCs are often associated with an increased risk of metastasis and recurrence, however, the molecular mechanisms underlying TNBC metastasis and recurrence remail unclear. In this study, we present our findings of massively parallel RNA sequencing used to compare global gene expression profiles of primary tumors and their matched metastatic lesions. Our results shed light on the diverse genetic mechanisms underlying TNBC metastases and may provide potentially actionable therapeutic targets. Background: Although triple-negative breast cancer (TNBC) is associated with an increased risk of recurrence and metastasis, the molecular mechanisms underlying metastasis in TNBC remain unknown. To identify transcriptional changes and genes regulating metastatic progression in TNBC, we compared the transcriptomic profiles of primary and matched metastatic tumors using massively parallel RNA sequencing. Methods: We performed gene expression profiling using formalin-fixed paraffin-embedded (FFPE) TNBC tissues of patients from two cohorts: the Zurich cohort (n = 31) and the Stavanger cohort (n = 5). Among the 31 patients in the Zurich cohort, 18 had primary TNBC tumors that did not metastasize, and 13 had primary tumors that metastasized (11 paired primary and locoregional recurrences). The Stavanger cohort included five matched primary and metastatic TNBC tumors. Significantly differentially expressed genes (DEGs; absolute fold change >= 2, p < 0.05) were identified and subjected to functional analyses. We investigated if there was any overlap between DEGs from both the cohorts with epithelial-to-mesenchymal-to-amoeboid transition (EMAT) gene signature. xCell was used to estimate relative fractions of 64 immune and stromal cell types in each RNA-seq sample. Results: In the Zurich cohort, we identified 1624 DEGs between primary TNBC tumors and matched metastatic lesions. xCell analysis revealed a significantly higher immune scores for metastatic lesions compared to paired primary tumors in the Zurich cohort. We also found significant upregulation of three MammaPrint signature genes (HRASLS, TGFB3 and RASSF7) in primary tumors that metastasized compared to primary tumors that remained metastasis-free. In the Stavanger cohort, we identified 818 DEGs between primary tumors and matched metastatic lesions. No significant differences in xCell immune scores were observed. We found that 21 and 14 DEGs from Zurich and Stavanger cohort, respectively, overlapped with the EMAT gene signature. In both cohorts, genes belonging to the MMP, FGF, and PDGFR families were upregulated in primary tumors compared to matched metastatic lesions. Conclusions: Our results suggest that distinct gene expression patterns exist between primary TNBCs and matched metastatic tumors. Further studies are warranted to explore whether these discrete expression profiles underlie or result from disease status.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Comparative analysis of somatic mutations in matched primary vs metastatic triple-negative breast cancers
    Cherni, Irene
    Levin, Maren K.
    Shaughnessy, Joyce A. O.
    Carpten, John D.
    CANCER RESEARCH, 2015, 75
  • [3] Molecular profiling of triple-negative endometrial cancers (TNEC) and triple-negative breast cancers (TNBC) to reveal unique expression profiles.
    Jones, Nathaniel L.
    Xiu, Joanne
    Reddy, Sandeep K.
    Wright, Jason Dennis
    Burke, William M.
    Tergas, Ana Isabel
    Hou, June YiJuan
    JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (28)
  • [4] Gene expression profiles of Ghanaian and Ethiopian triple-negative breast tumors
    Martini, Rachel
    Gebregzabher, Endale
    Dorsaint, Princesca
    Chu, Timothy
    Arora, Kanika
    Gibbs, Lee
    Manojlovic, Zarko
    Robine, Nicolas
    Sboner, Andrea
    Elemento, Olivier
    Carpten, John
    Newman, Lisa
    Davis, Melissa
    CANCER RESEARCH, 2021, 81 (04)
  • [5] Whole exome sequencing of matched primary and metastatic triple-negative breast cancer samples
    Kaur, Jaspreet
    Chandrashekar, Darshan S.
    Varga, Zsuzsanna
    Janssen, Emiel
    Gandhi, Khanjan
    Mittal, Karuna
    Kiraz, Umay
    Varambally, Sooryanarayana
    Aneja, Ritu
    CANCER RESEARCH, 2022, 82 (04)
  • [6] Triple-negative breast cancers
    Narod, Steven A.
    Dent, Rebecca
    EXPERT REVIEW OF ANTICANCER THERAPY, 2023, 23 (10) : 1041 - 1043
  • [7] Endogenous NIS Expression in Triple-Negative Breast Cancers
    Corinne Renier
    Chen Yao
    Michael Goris
    Malavika Ghosh
    Laurence Katznelson
    Kent Nowles
    Sanjiv S. Gambhir
    Irene Wapnir
    Annals of Surgical Oncology, 2009, 16
  • [8] Endogenous NIS Expression in Triple-Negative Breast Cancers
    Renier, Corinne
    Yao, Chen
    Goris, Michael
    Ghosh, Malavika
    Katznelson, Laurence
    Nowles, Kent
    Gambhir, Sanjiv S.
    Wapnir, Irene
    ANNALS OF SURGICAL ONCOLOGY, 2009, 16 (04) : 962 - 968
  • [9] Therapeutic Strategies for Metastatic Triple-Negative Breast Cancers: From Negative to Positive
    Nandini, Dey
    Jennifer, Aske
    Pradip, De
    PHARMACEUTICALS, 2021, 14 (05)
  • [10] Do triple-negative breast cancers have a distinct imaging phenotype?
    Tchou, J.
    Wang, L-P
    Sargen, M.
    Sonnad, S.
    Tomaszewski, J.
    Schnall, M.
    BREAST CANCER RESEARCH AND TREATMENT, 2006, 100 : S128 - S128