Belkić Karen, Belkić Dzevad
Department of Oncology/Pathology, Karolinska Institute, Stockholm, Sweden.
Isr Med Assoc J. 2011 Apr;13(4):236-43.
There are major dilemmas regarding the optimal modalities for breast cancer screening. This is of particular relevance to Israel because of its high-risk population. It was suggested that an avenue for further research would be to incorporate advances in signal processing through the fast Padé transform (FPT) to magnetic resonance spectroscopy (MRS). We have now applied the FPT to time signals that were generated according to in vitro MRS data as encoded from extracted breast specimens from normal, non-infiltrated breast tissue, fibroadenoma and cancerous breast tissue. The FPT is shown to resolve and precisely quantify the physical resonances as encountered in normal versus benign versus malignant breast. The FPT unambiguously delineated and quantified diagnostically important metabolites such as lactate, as well as phosphocholine, which very closely overlaps with glycerophosphocholine and phosphoethanolamine, and may represent a magnetic resonance-visible molecular marker of breast cancer. These advantages of the FPT could clearly be of benefit for breast cancer diagnostics via MRS. This line of investigation should continue with encoded data from benign and malignant breast tissue, in vitro and in vivo. We anticipate that Padé-optimized MRS will reduce the false positive rates of MR-based modalities and further improve their sensitivity. Once this is achieved, and given that MR entails no exposure to ionizing radiation, new possibilities for screening and early detection emerge, especially for risk groups. For example, Padé-optimized MRS together with MR imaging could be used with greater surveillance frequency among younger women with high risk of breast cancer.
关于乳腺癌筛查的最佳方式存在重大难题。由于以色列的高危人群,这一问题在该国尤为重要。有人提出,进一步研究的一个途径是将通过快速帕德变换(FPT)实现的信号处理进展应用于磁共振波谱(MRS)。我们现已将FPT应用于根据体外MRS数据生成的时间信号,这些数据是从正常、未浸润的乳腺组织、纤维腺瘤和癌性乳腺组织中提取的乳腺标本编码而来的。结果表明,FPT能够分辨并精确量化正常乳腺、良性乳腺和恶性乳腺中出现的物理共振。FPT明确地描绘并量化了具有诊断重要性的代谢物,如乳酸以及磷酸胆碱,磷酸胆碱与甘油磷酸胆碱和磷酸乙醇胺非常接近,可能代表了乳腺癌的一种磁共振可见分子标志物。FPT的这些优势显然有助于通过MRS进行乳腺癌诊断。这一研究方向应继续采用来自良性和恶性乳腺组织的体外和体内编码数据。我们预计,帕德优化的MRS将降低基于磁共振的检测方式的假阳性率,并进一步提高其灵敏度。一旦实现这一点,鉴于磁共振不涉及电离辐射暴露,筛查和早期检测将出现新的可能性,尤其是对于高危人群。例如,帕德优化的MRS与磁共振成像一起,可用于对乳腺癌高危年轻女性进行更高频率的监测。