Data-driven identification of prognostic tumor subpopulations using spatially mapped t-SNE of mass spectrometry imaging data.

The identification of tumor subpopulations that adversely affect patient outcomes is essential for a more targeted investigation into how tumors develop detrimental phenotypes, as well as for personalized therapy. Mass spectrometry imaging has demonstrated the ability to uncover molecular intratumor heterogeneity. The challenge has been to conduct an objective analysis of the resulting data to identify those tumor subpopulations that affect patient outcome. Here we introduce spatially mapped t-distributed stochastic neighbor embedding (t-SNE), a nonlinear visualization of the data that is able to better resolve the biomolecular intratumor heterogeneity. In an unbiased manner, t-SNE can uncover tumor subpopulations that are statistically linked to patient survival in gastric cancer and metastasis status in primary tumors of breast cancer.

The impact of cysteine-rich intestinal protein 1 (CRIP1) in human breast cancer.

BACKGROUND: CRIP1 (cysteine-rich intestinal protein 1) has been found in several tumor types, its prognostic impact and its role in cellular processes, particularly in breast cancer, are still unclear. METHODS: To elucidate the prognostic impact of CRIP1, we analyzed tissues from 113 primary invasive ductal breast carcinomas using immunohistochemistry. For the functional characterization of CRIP1, its endogenous expression was transiently downregulated in T47D and BT474 breast cancer cells and the effects analyzed by immunoblotting, WST-1 proliferation assay and invasion assay. RESULTS: We found a significant correlation between CRIP1 and HER2 (human epidermal growth factor receptor 2) expression levels (p = 0.016) in tumor tissues. In Kaplan Meier analyses, CRIP1 expression was significantly associated with the distant metastases-free survival of patients, revealing a better prognosis for high CRIP1 expression (p = 0.039). Moreover, in multivariate survival analyses, the expression of CRIP1 was an independent negative prognostic factor, along with the positive prognosticators nodal status and tumor size (p = 0.029). CRIP1 knockdown in the T47D and BT474 breast cancer cell lines led to the increased phosphorylation of MAPK and Akt, to the reduced phosphorylation of cdc2, and to a significantly elevated cell proliferation in vitro (p < 0.001). These results indicate that reduced CRIP1 levels may increase cell proliferation and activate cell growth. In addition, CRIP1 knockdown increased cell invasion in vitro. CONCLUSIONS: Because the lack of CRIP1 expression in breast cancer tissue is significantly associated with a worse prognosis for patients and low endogenous CRIP1 levels in vitro increased the malignant potential of breast cancer cells, we hypothesize that CRIP1 may act as a tumor suppressor in proliferation and invasion processes. Therefore, CRIP1 may be an independent prognostic marker with significant predictive power for use in breast cancer therapy.

Nucleic acids from long-term preserved FFPE tissues are suitable for downstream analyses.

Tissues used for clinical diagnostics are mostly formalin-fixed and paraffin-embedded (FFPE) which provides many advantages. However, the quality of the obtained nucleic acids (NA) is reduced and this turns out to be a challenge for further molecular analyses. Although the spectrum of analyses of NA extracted from FFPE tissue has increased, the standard operating procedures for NA isolation from old tissue blocks still need to be improved. Here, we compared the efficiency of different NA extraction methods, using FFPE tissues of variable age and origin, with respect to downstream analyses. Our study showed that the phenol-chloroform isoamyl alcohol (PCI) and the commercial Qiagen protocol yielded samples with highest purity. The PCI protocol delivered the longest amplicons even from samples from the 1970s. We developed a short (1 h) tissue lysis procedure that turned out to be highly time- and cost-effective when DNA quality was tested using single and multiplex PCR. Compared to a 1-day lysis-protocol, the amplicons were only 100 bp shorter. In addition, single-copy genes used in daily routine were successfully amplified from long-term stored FFPE samples following 1-h tissue-lysis. The RNA integrity numbers (RIN) determined on RNA isolated from FFPE tissues indicated degraded RNA; however, all RINs were above the generally agreed threshold of 1.4. We showed that, depending on the purpose of the analysis, NA retrieved from FFPE tissues older than 40 years may be successfully used for molecular analysis.