4.6 Article

Detection of Genomically Aberrant Cells within Circulating Tumor Microemboli (CTMs) Isolated from Early-Stage Breast Cancer Patients

期刊

CANCERS
卷 13, 期 6, 页码 -

出版社

MDPI
DOI: 10.3390/cancers13061409

关键词

breast cancer; circulating tumor microemboli; metastatic dissemination; tumor fraction; copy number alteration; low-pass whole genome sequencing

类别

资金

  1. Associazione Italiana per la Ricerca sul Cancro, AIRC [IG 16900, IG 21694]
  2. European Commission [260791]
  3. AIRC [23916]
  4. Deutsche Krebshilfe (priority program translational oncology, DETECT CTC subproject 6) [70112504]
  5. Bavarian ministry of economic affairs, energy and technology [AZ 20-3410.1-1-2]

向作者/读者索取更多资源

CTMs represent cancer cells detached from solid tumors and can provide insights into metastatic mechanisms. Analyzing CNAs in CTMs, which often contain unknown fractions of leukocytes, presents challenges. By titrating known numbers of leukocytes into cancer cells, we generated tumor fractions ranging from 0-100%. Through low-pass sequencing and the use of ichorCNA algorithm, we accurately predicted the tumor fraction of CTMs isolated from early-stage breast cancer patients. These CTMs were found to contain cancer cells with a range of 8-48%, with notable differences in CNAs compared to matched primary tumors, suggesting potential implications for metastasis-related genes that should be further explored.
Simple Summary Distant metastases derive from the shedding and dissemination of single cancer cells (CTCs) or circulating tumor emboli (CTMs) into circulation. Previous studies on CTMs were mainly run in patients with metastatic disease; however, we observed that CTMs are more frequently detected in patients with early-stage breast cancer. Here, we collected single CTMs and their relative primary tumor tissue samples in early-stage patients. By studying genomic aberrations, present in tumors cells and absent in normal cells, we predicted the tumor fraction thanks to a statistical model developed from a calibration curve with breast cancer cell lines. The tumor fraction ranged from 8% to 48% and CTMs contained specific and shared alterations with respect to tissue. Thus, CTMs may derive from different regions of the primary tumor or from occult micrometastases. Moreover, CTM-private mutations may inform us about specific metastasis-associated functions of involved genes that should be further explored in follow-up and mechanistic studies. Circulating tumor microemboli (CTMs) are clusters of cancer cells detached from solid tumors, whose study can reveal mechanisms underlying metastatization. As they frequently comprise unknown fractions of leukocytes, the analysis of copy number alterations (CNAs) is challenging. To address this, we titrated known numbers of leukocytes into cancer cells (MDA-MB-453 and MDA-MB-36, displaying high and low DNA content, respectively) generating tumor fractions from 0-100%. After low-pass sequencing, ichorCNA was identified as the best algorithm to build a linear mixed regression model for tumor fraction (TF) prediction. We then isolated 53 CTMs from blood samples of six early-stage breast cancer patients and predicted the TF of all clusters. We found that all clusters harbor cancer cells between 8 and 48%. Furthermore, by comparing the identified CNAs of CTMs with their matched primary tumors, we noted that only 31-71% of aberrations were shared. Surprisingly, CTM-private alterations were abundant (30-63%), whereas primary tumor-private alterations were rare (4-12%). This either indicates that CTMs are disseminated from further progressed regions of the primary tumor or stem from cancer cells already colonizing distant sites. In both cases, CTM-private mutations may inform us about specific metastasis-associated functions of involved genes that should be explored in follow-up and mechanistic studies.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据