Organ-specific isogenic metastatic breast cancer cell lines exhibit distinct Raman spectral signatures and metabolomes

被引:39
作者
Winnard, Paul T., Jr. [1 ]
Zhang, Chi [4 ]
Vesuna, Farhad [1 ]
Kang, Jeon Woong [5 ]
Garry, Jonah [1 ]
Dasari, Ramachandra Rao [5 ]
Barman, Ishan [2 ,4 ]
Raman, Venu [1 ,2 ,3 ]
机构
[1] Johns Hopkins Univ Sch Med, Dept Radiol & Radiol Sci, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ Sch Med, Dept Oncol, Baltimore, MD 21205 USA
[3] Univ Med Ctr Utrecht Canc Ctr, Dept Pathol, NL-3508 GA Utrecht, Netherlands
[4] Johns Hopkins Univ, Whiting Sch Engn, Dept Mech Engn, Baltimore, MD 21218 USA
[5] MIT, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
关键词
raman spectroscopy; breast cancer; isogenic cell lines; metastases; biochemical signatures; INVASIVE DUCTAL CARCINOMA; PROGNOSTIC IMPACT; SPECTROSCOPY; RECEPTOR; DISCORDANCE; TISSUES; LESIONS; MICROCALCIFICATIONS; MICROENVIRONMENT; DIFFERENTIATION;
D O I
10.18632/oncotarget.14865
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Molecular characterization of organ-specific metastatic lesions, which distinguish them from the primary tumor, will provide a better understanding of tissue specific adaptations that regulate metastatic progression. Using an orthotopic xenograft model, we have isolated isogenic metastatic human breast cancer cell lines directly from organ explants that are phenotypically distinct from the primary tumor cell line. Label-free Raman spectroscopy was used and informative spectral bands were ascertained as differentiators of organ-specific metastases as opposed to the presence of a single universal marker. Decision algorithms derived from the Raman spectra unambiguously identified these isogenic cell lines as unique biological entities a finding reinforced through metabolomic analyses that indicated tissue of origin metabolite distinctions between the cell lines. Notably, complementarity of the metabolomics and Raman datasets was found. Our findings provide evidence that metastatic spread generates tissue-specific adaptations at the molecular level within cancer cells, which can be differentiated with Raman spectroscopy.
引用
收藏
页码:20266 / 20287
页数:22
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